Peng Xu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
272
Venues
100
Active years
1999–2026
Best venue rank
A*
Where they publish
- CIGARSS19 papers
- A*EMNLP14 papers
- A*ACL13 papers
- A*DAC10 papers
- MulticonferenceICASSP9 papers
- UnrankedCoRL9 papers
- A*AAAI7 papers
- A*ICLR7 papers
- BGLOBECOM7 papers
- ADATE6 papers
- AESORICS6 papers
- A*ICCV6 papers
- BISIT6 papers
- A*ICML6 papers
- ANAACL6 papers
- A*CVPR5 papers
- A*ICRA5 papers
- CISCAS5 papers
- AICCAD4 papers
- BICPADS4 papers
- BLREC4 papers
- AInterspeech4 papers
- BEDM4 papers
- BASPDAC3 papers
- A*CCS3 papers
- BITW3 papers
- BWCNC3 papers
- A*NDSS3 papers
- AIROS3 papers
- NationalISKE3 papers
- BIJCNN3 papers
- ACIKM2 papers
- BSMC2 papers
- A*WWW2 papers
- AUSENIX2 papers
- CISPA2 papers
- NationalHCI2 papers
- CICANN2 papers
- MulticonferenceSAC2 papers
- AAISTATS2 papers
- AICDCS2 papers
- CQshine2 papers
- AMobisys2 papers
- BCCGRID2 papers
- A*ASPLOS1 paper
- CKSEM1 paper
- AECAI1 paper
- BPRICAI1 paper
- ARecSys1 paper
- BPKC1 paper
- ASC1 paper
- A*SiggraphA1 paper
- AEACL1 paper
- BICPP1 paper
- A*CHI1 paper
- BMMM1 paper
- BVTC1 paper
- ABMVC1 paper
- CCLUSTER1 paper
- BDCC1 paper
- CQRS1 paper
- A*SIGMOD1 paper
- BTrustCom1 paper
- NationalAMTA1 paper
- BCBMS1 paper
- BICAART1 paper
- A*ICDE1 paper
- ASDM1 paper
- CACML1 paper
- CHPCC1 paper
- CICA3PP1 paper
- BICIP1 paper
- AustralasianAI1 paper
- AustralasianACISP1 paper
- CCBMI1 paper
- CDASC1 paper
- A*ECCV1 paper
- CIECON1 paper
- CVCIP1 paper
- CAPSCC1 paper
- BDASFAA1 paper
- MulticonferenceICCS1 paper
- AGECCO1 paper
- BISPASS1 paper
- AMMSys1 paper
- CICARCV1 paper
- BICPR1 paper
- A*KDD1 paper
- NationalDCAI1 paper
- A*ICDM1 paper
- CCSCWD1 paper
- NationalISVC1 paper
- CSECRYPT1 paper
- CICIS1 paper
- BAINA1 paper
- CAPWEB1 paper
- BWISE1 paper
- CAPSEC1 paper
- BPIMRC1 paper
- CCAINE1 paper
Papers
272 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | SDNet: LiDAR Semantic Scene Completion with Sparse-Dense Fusion and Input-Aware Label Refinement. | Tingming Bai, Zhiyu Xiang, Peng Xu, Tianyu Pu, Kai Wang, Eryun Liu |
| 2026 | AAAI | KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits. | Peng Xu, Yapeng Li, Tinghuan Chen, Tsung-Yi Ho, Bei Yu |
| 2026 | ACL | MemCoRL: Alternating Co-Optimization of Memory Retrieval and Utilization via Collaborative Reinforcement Learning. | Yuewen Liu, Peng Xu, Muxi Diao, Anyi Zhang, Yang Li, Yutong Zhang |
| 2026 | ACL | From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models. | Chejian Xu, Wei Ping, Peng Xu, Zihan Liu, Boxin Wang, Mohammad Shoeybi, Bo Li, Bryan Catanzaro |
| 2026 | ASPDAC | CausalTuner: Will Causality Help High-Dimensional EDA Tool Parameter Tuning. | Ziyang Yu, Peng Xu, Su Zheng, Siyuan Xu, Hao Geng, Bei Yu, Martin D. F. Wong |
| 2026 | ASPLOS | CEMU: Enabling Full-System Emulation of Computational Storage Beyond Hardware Limits. | Qiuyang Zhang, Jiapin Wang, You Zhou, Peng Xu, Kai Lu, Jiguang Wan, Fei Wu, Tao Lu |
| 2026 | DATE | IP-Matcher: An Efficient One-to-Many Matching Framework for Analog Circuit Design and Reusing. | Shixin Chen, Peng Xu, Yapeng Li, Tinghuan Chen, Bei Yu |
| 2026 | DATE | EDA Flow Matters: Stage-Aware Parameter Optimization of Tool Chain. | Xinheng Li, Donger Luo, Peng Xu, Ziyang Yu, Qi Sun, Tinghuan Chen, Bei Yu, Hao Geng |
| 2026 | DATE | Submodular Maximization-inspired Adaptive Routing Bend Space Planning. | Siting Liu, Peng Xu, Peiyu Liao, Keren Zhu, Yibo Lin, Bei Yu |
| 2026 | DATE | RATuner: Retrieval-Augmented VLSI Flow Design Parameter Tuning Framework. | Peng Xu, Ziyang Yu, Yuan Pu, Xinyun Zhang, Donger Luo, Hao Geng, Siyuan Xu, Tsung-Yi Ho, Bei Yu |
| 2026 | KSEM | Modeling Sensory Experiences as an Intermediate Causal Layer for Conversational Emotion Entailment. | Runjie He, Bei Xu, Peng Xu |
| 2025 | AAAI | SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object Detection. | Ruoyu Xu, Zhiyu Xiang, Chenwei Zhang, Hanzhi Zhong, Xijun Zhao, Ruina Dang, Peng Xu, Tianyu Pu, Eryun Liu |
| 2025 | ACL | EfficientQAT: Efficient Quantization-Aware Training for Large Language Models. | Mengzhao Chen, Wenqi Shao, Peng Xu, Jiahao Wang, Peng Gao, Kaipeng Zhang, Ping Luo |
| 2025 | ACL | ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry. | Junjie Jiang, Haodong Wu, Yongqi Zhang, Songyue Guo, Bingcen Liu, Caleb Chen Cao, Ruizhe Shao, Chao Guan, Peng Xu, Lei Chen |
| 2025 | ASPDAC | Exploiting Differential-Based Data Encoding for Enhanced Query Efficiency. | Fangxin Liu, Zongwu Wang, Peng Xu, Shiyuan Huang, Li Jiang |
| 2025 | CCS | Peekaboo, I See Your Queries: Passive Attacks Against DSSE Via Intermittent Observations. | Hao Nie, Wei Wang, Peng Xu, Wei Chen, Laurence T. Yang, Mauro Conti, Kaitai Liang |
| 2025 | CIKM | RankMixer: Scaling Up Ranking Models in Industrial Recommenders. | Jie Zhu, Zhifang Fan, Xiaoxie Zhu, Yuchen Jiang, Hangyu Wang, Xintian Han, Haoran Ding, Xinmin Wang, Wenlin Zhao, Zhen Gong, Huizhi Yang, Zheng Chai, Zhe Chen, Yuchao Zheng, Qiwei Chen, Feng Zhang, Xun Zhou, Peng Xu, Xiao Yang, Di Wu, Zuotao Liu |
| 2025 | CVPR | IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding. | Lanyun Zhu, Deyi Ji, Tianrun Chen, Peng Xu, Jieping Ye, Jun Liu |
| 2025 | DAC | LLMShare: Optimizing LLM Inference Serving with Hardware Architecture Exploration. | Hongduo Liu, Chen Bai, Peng Xu, Lihao Yin, Xianzhi Yu, Hui-Ling Zhen, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu |
| 2025 | DAC | MILLION: MasterIng Long-Context LLM Inference Via Outlier-Immunized KV Product QuaNtization. | Zongwu Wang, Peng Xu, Fangxin Liu, Yiwei Hu, Qingxiao Sun, Gezi Li, Cheng Li, Xuan Wang, Li Jiang, Haibing Guan |
| 2025 | DAC | Rank-based Multi-objective Approximate Logic Synthesis via Monte Carlo Tree Search. | Yuyang Ye, Xiangfei Hu, Yuchen Liu, Peng Xu, Yu Gong, Tinghuan Chen, Hao Yan, Bei Yu, Longxing Shi |
| 2025 | DAC | SDM-PEB: Spatial-Depthwise Mamba for Enhanced Post-Exposure Bake Simulation. | Ziyang Yu, Peng Xu, Zixiao Wang, Binwu Zhu, Qipan Wang, Yibo Lin, Runsheng Wang, Bei Yu, Martin D. F. Wong |
| 2025 | DATE | EVASION: Efficient KV CAche CompreSsion vIa PrOduct QuaNtization. | Zongwu Wang, Fangxin Liu, Peng Xu, Qingxiao Sun, Junping Zhao, Li Jiang |
| 2025 | ECAI | PRACTISED: Pattern-Based Representation Alignment for Cross-Domain Time Series Anomaly Detection. | Anyi Zhang, Peng Xu |
| 2025 | EMNLP | From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes. | Karen Zhou, John Michael Giorgi, Pranav Mani, Peng Xu, Davis Liang, Chenhao Tan |
| 2025 | ESORICS | Athena: Accelerating KeySwitch and Bootstrapping for Fully Homomorphic Encryption on CUDA GPU. | Yifan Yang, Kexin Zhang, Peng Xu, Zhaojun Lu, Wei Wang, Weiqi Wang, Kaitai Liang |
| 2025 | ICASSP | Robust Supervised Graph Embedding Method For EEG-Based Brain Network Emotion Recognition. | Pengcheng Zhu, Cunbo Li, Peiyang Li, Fali Li, Dezhong Yao, Peng Xu |
| 2025 | ICCAD | RSizing: Robust Bayesian Optimization for Analog Circuit Sizing Under Process Variations. | Jindong Tu, Yapeng Li, Peng Xu, Tuo Li, Guoqing Li, Zushuai Xie, Bei Yu, Tinghuan Chen |
| 2025 | ICCV | AdsQA: Towards Advertisement Video Understanding. | Xinwei Long, Kai Tian, Peng Xu, Guoli Jia, Jingxuan Li, Sa Yang, Yihua Shao, Kaiyan Zhang, Che Jiang, Hao Xu, Yang Liu, Jiaheng Ma, Bowen Zhou |
| 2025 | ICCV | MIDAS: Modeling Ground-Truth Distributions with Dark Knowledge for Domain Generalized Stereo Matching. | Peng Xu, Zhiyu Xiang, Jingyun Fu, Tianyu Pu, Hanzhi Zhong, Eryun Liu |
| 2025 | ICCV | MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook. | Peng Xu, Shengwu Xiong, Jiajun Zhang, Yaxiong Chen, Bowen Zhou, Chen Change Loy, David A. Clifton, Kyoung Mu Lee, Luc Van Gool, Ruiming He, Ruilin Yao, Xinwei Long, Jirui Huang, Kai Tian, Sa Yangbcd, Yihua Shao, Jin Feng, Yue Zhong, Jiakai Zhou, Cheng Tang, Tianyu Zou, Yifang Zhang, Junming Liang, Guoyou Li, Zhaoxiang Wang, Qiang Zhou, Yichen Zhao, Shili Xiong, Hyeongjin Nam, Jaerin Lee, Jaeyoung Chung, JoonKyu Park, Junghun Oh, Kanggeon Lee, Wooseok Lee, Juneyoung Ro, Turghun Osman, Can Hu, Chaoyang Liao, Cheng Chen, Chengcheng Han, Chenhao Qiu, Chong Peng, Cong Xu, Dailin Li, Feiyu Wang, Feng Gao, Guibo Zhu, Guopeng Tang, Haibo Lu, Han Fang, Han Qi, Hanxiao Wu, Haobo Cheng, Hongbo Sun, Hongyao Chen, Huayong Hu, Hui Lid, Jiaheng Ma, Jiang Yu, Jianing Wang, Jie Yang, Jing He, Jinglin Zhou, Jingxuan Li, Josef Kittler, Lihao Zheng, Linnan Zhao, Mengxi Jia, Muyang Yan, Nguyen Thanh Thien, Pu Luo, Qi Li, Shien Song, Shijie Dong, Shuai Shao, Shutao Li, Taofeng Xue, Tianyang Xu, Tianyi Gao, Tingting Li, Wei Zhang, Weiyang Su, Xiaodong Dong, Xiao-Jun Wu, Xiaopeng Zhou, Xin Chen, Xin Wei, Xinyi You, Xudong Kang, Xujie Zhou, Xusheng Liu, Yanan Wang, Yanbin Huang, Yang Liu, Yang Yang, Yanglin Deng, Yashu Kang, Ye Yuan, Yi Wen, Yicen Tian, Yilin Tao, Yin Tang, Yipeng Lin, Yiqing Wang, Yiting Xi, Yongkang Yu, Yumei Li, Yuxin Qin, Yuying Chen, Yuzhe Cen, Zhaofan Zou, Zhaohong Liu, Zhehao Shen, Zhenglin Du, Zhengyang Li, Zhenni Huang, Zhenwei Shao, Zhilong Song, Zhiyong Feng, Zhiyu Wang, Zhou Yu, Ziang Li, Zihan Zhai, Zijian Zhang, Ziyang Peng, Ziyun Xiao, Zongshu Li |
| 2025 | ICCV | CVFusion: Cross-View Fusion of 4D Radar and Camera for 3D Object Detection. | Hanzhi Zhong, Zhiyu Xiang, Ruoyu Xu, Jingyun Fu, Peng Xu, Shaohong Wang, Zhihao Yang, Tianyu Pu, Eryun Liu |
| 2025 | ICLR | Vision Language Models are In-Context Value Learners. | Yecheng Jason Ma, Joey Hejna, Chuyuan Fu, Dhruv Shah, Jacky Liang, Zhuo Xu, Sean Kirmani, Peng Xu, Danny Driess, Ted Xiao, Osbert Bastani, Dinesh Jayaraman, Wenhao Yu, Tingnan Zhang, Dorsa Sadigh, Fei Xia |
| 2025 | ICLR | ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. | Peng Xu, Wei Ping, Xianchao Wu, Chejian Xu, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro |
| 2025 | ICPADS | An Efficient Server-Side Prefetching Scheme to Optimize Performance of Distribution File Systems. | Yong Li, Shuibing He, Qian Zhao, Zhan Shi, Yi Qin, Weixu Zong, Peng Xu, Lingfang Zeng |
| 2025 | ICRA | Achieving Human Level Competitive Robot Table Tennis. | David B. D'Ambrosio, Saminda Abeyruwan, Laura Graesser, Atil Iscen, Heni Ben Amor, Alex Bewley, Barney J. Reed, Krista Reymann, Leila Takayama, Yuval Tassa, Krzysztof Choromanski, Erwin Coumans, Deepali Jain, Navdeep Jaitly, Natasha Jaques, Satoshi Kataoka, Yuheng Kuang, Nevena Lazic, Reza Mahjourian, Sherry Moore, Kenneth Oslund, Anish Shankar, Vikas Sindhwani, Vincent Vanhoucke, Grace Vesom, Peng Xu, Pannag R. Sanketi |
| 2025 | ISIT | Embedding Empirical Distributions for Computing Optimal Transport Maps. | Mingchen Jiang, Peng Xu, Xichen Ye, Yun Yang, Yifan Chen |
| 2025 | PRICAI | Morpheus: Accelerating Large Language Models with Feature-Augmented Autoregressive Drafting. | Haoran Wang, Peng Xu, Zhen Huang |
| 2025 | RecSys | LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders. | Zheng Chai, Qin Ren, Xijun Xiao, Huizhi Yang, Bo Han, Sijun Zhang, Di Chen, Hui Lu, Wenlin Zhao, Lele Yu, Xionghang Xie, Shiru Ren, Xiang Sun, Yaocheng Tan, Peng Xu, Yuchao Zheng, Di Wu |
| 2025 | SMC | FI-Transformer: A Fast Time Series Anomaly Detection Method. | Anyi Zhang, Peng Xu, Yusheng Wang |
| 2025 | WWW | Large Memory Network for Recommendation. | Hui Lu, Zheng Chai, Yuchao Zheng, Zhe Chen, Deping Xie, Peng Xu, Xun Zhou, Di Wu |
| 2025 | USENIX | Primus: Unified Training System for Large-Scale Deep Learning Recommendation Models. | Jixi Shan, Xiuqi Huang, Yang Guo, Hongyue Mao, Ho-Pang Hsu, Hang Cheng, Can Wang, Jun Song, Rui Shi, Xiaofeng Gao, Jingwei Xu, Shiru Ren, Jiaxiao Zheng, Hua Huang, Lele Yu, Peng Xu, Guihai Chen |
| 2024 | AAAI | p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models. | Haoyuan Wu, Xinyun Zhang, Peng Xu, Peiyu Liao, Xufeng Yao, Bei Yu |
| 2024 | ASPDAC | Performance-Driven Analog Layout Automation: Current Status and Future Directions (Invited Paper). | Peng Xu, Jintao Li, Tsung-Yi Ho, Bei Yu, Keren Zhu |
| 2024 | CoRL | RT-Sketch: Goal-Conditioned Imitation Learning from Hand-Drawn Sketches. | Priya Sundaresan, Quan Vuong, Jiayuan Gu, Peng Xu, Ted Xiao, Sean Kirmani, Tianhe Yu, Michael Stark, Ajinkya Jain, Karol Hausman, Dorsa Sadigh, Jeannette Bohg, Stefan Schaal |
| 2024 | CoRL | Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs. | Zhuo Xu, Hao-Tien Lewis Chiang, Zipeng Fu, Mithun George Jacob, Tingnan Zhang, Tsang-Wei Edward Lee, Wenhao Yu, Connor Schenck, David Rendleman, Dhruv Shah, Fei Xia, Jasmine Hsu, Jonathan Hoech, Pete Florence, Sean Kirmani, Sumeet Singh, Vikas Sindhwani, Carolina Parada, Chelsea Finn, Peng Xu, Sergey Levine, Jie Tan |
| 2024 | CVPR | Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching. | Peng Xu, Zhiyu Xiang, Chengyu Qiao, Jingyun Fu, Tianyu Pu |
| 2024 | CVPR | LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion. | Pancheng Zhao, Peng Xu, Pengda Qin, Deng-Ping Fan, Zhicheng Zhang, Guoli Jia, Bowen Zhou, Jufeng Yang |
| 2024 | DAC | Efficient Bilevel Source Mask Optimization. | Guojin Chen, Hongquan He, Peng Xu, Hao Geng, Bei Yu |
| 2024 | DAC | SpaHet: A Software/Hardware Co-design for Accelerating Heterogeneous-Sparsity based Sparse Matrix Multiplication. | Haoqin Huang, Pengcheng Yao, Zhaozeng An, Yufei Sun, Ao Hu, Peng Xu, Long Zheng, Xiaofei Liao, Hai Jin |
| 2024 | DAC | NeuroSelect: Learning to Select Clauses in SAT Solvers. | Hongduo Liu, Peng Xu, Yuan Pu, Lihao Yin, Hui-Ling Zhen, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu |
| 2024 | DAC | An NTT/INTT Accelerator with Ultra-High Throughput and Area Efficiency for FHE. | Zhaojun Lu, Weizong Yu, Peng Xu, Wei Wang, Jiliang Zhang, Dengguo Feng |
| 2024 | DAC | Performance-driven Analog Routing via Heterogeneous 3DGNN and Potential Relaxation. | Peng Xu, Guojin Chen, Keren Zhu, Tinghuan Chen, Tsung-Yi Ho, Bei Yu |
| 2024 | DAC | Disentangle, Align and Generalize: Learning A Timing Predictor from Different Technology Nodes. | Xinyun Zhang, Binwu Zhu, Fangzhou Liu, Ziyi Wang, Peng Xu, Hong Xu, Bei Yu |
| 2024 | ESORICS | ECLIPSE: Expunging Clean-Label Indiscriminate Poisons via Sparse Diffusion Purification. | Xianlong Wang, Shengshan Hu, Yechao Zhang, Ziqi Zhou, Leo Yu Zhang, Peng Xu, Wei Wan, Hai Jin |
| 2024 | ESORICS | PointAPA: Towards Availability Poisoning Attacks in 3D Point Clouds. | Xianlong Wang, Minghui Li, Peng Xu, Wei Liu, Leo Yu Zhang, Shengshan Hu, Yanjun Zhang |
| 2024 | GLOBECOM | Generative Semantic Communication for Text-to-Speech Synthesis. | Jiahao Zheng, Jinke Ren, Peng Xu, Zhihao Yuan, Jie Xu, Fangxin Wang, Gui Gui, Shuguang Cui |
| 2024 | ICCAD | An FPGA-based Key-Switching Accelerator with Ultra-High Throughput for FHE. | Zhaojun Lu, Peng Xu, Yijie Wang, Yifan Yang, Qidong Chen, Weizong Yu, Gang Qu |
| 2024 | ICCAD | RankTuner: When Design Tool Parameter Tuning Meets Preference Bayesian Optimization. | Peng Xu, Su Zheng, Yuyang Ye, Chen Bai, Siyuan Xu, Hao Geng, Tsung-Yi Ho, Bei Yu |
| 2024 | ICLR | Retrieval meets Long Context Large Language Models. | Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro |
| 2024 | ICLR | RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches. | Jiayuan Gu, Sean Kirmani, Paul Wohlhart, Yao Lu, Montserrat Gonzalez Arenas, Kanishka Rao, Wenhao Yu, Chuyuan Fu, Keerthana Gopalakrishnan, Zhuo Xu, Priya Sundaresan, Peng Xu, Hao Su, Karol Hausman, Chelsea Finn, Quan Vuong, Ted Xiao |
| 2024 | ICLR | OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models. | Wenqi Shao, Mengzhao Chen, Zhaoyang Zhang, Peng Xu, Lirui Zhao, Zhiqian Li, Kaipeng Zhang, Peng Gao, Yu Qiao, Ping Luo |
| 2024 | ICLR | BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation. | Peng Xu, Wenqi Shao, Mengzhao Chen, Shitao Tang, Kaipeng Zhang, Peng Gao, Fengwei An, Yu Qiao, Ping Luo |
| 2024 | ICML | PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs. | Soroush Nasiriany, Fei Xia, Wenhao Yu, Ted Xiao, Jacky Liang, Ishita Dasgupta, Annie Xie, Danny Driess, Ayzaan Wahid, Zhuo Xu, Quan Vuong, Tingnan Zhang, Tsang-Wei Edward Lee, Kuang-Huei Lee, Peng Xu, Sean Kirmani, Yuke Zhu, Andy Zeng, Karol Hausman, Nicolas Heess, Chelsea Finn, Sergey Levine, Brian Ichter |
| 2024 | ICML | InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining. | Boxin Wang, Wei Ping, Lawrence McAfee, Peng Xu, Bo Li, Mohammad Shoeybi, Bryan Catanzaro |
| 2024 | ICML | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI. | Kaining Ying, Fanqing Meng, Jin Wang, Zhiqian Li, Han Lin, Yue Yang, Hao Zhang, Wenbo Zhang, Yuqi Lin, Shuo Liu, Jiayi Lei, Quanfeng Lu, Runjian Chen, Peng Xu, Renrui Zhang, Haozhe Zhang, Peng Gao, Yali Wang, Yu Qiao, Ping Luo, Kaipeng Zhang, Wenqi Shao |
| 2024 | ICRA | Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration. | Abby O'Neill, Abdul Rehman, Abhiram Maddukuri, Abhishek Gupta, Abhishek Padalkar, Abraham Lee, Acorn Pooley, Agrim Gupta, Ajay Mandlekar, Ajinkya Jain, Albert Tung, Alex Bewley, Alexander Herzog, Alex Irpan, Alexander Khazatsky, Anant Rai, Anchit Gupta, Andrew E. Wang, Anikait Singh, Animesh Garg, Aniruddha Kembhavi, Annie Xie, Anthony Brohan, Antonin Raffin, Archit Sharma, Arefeh Yavary, Arhan Jain, Ashwin Balakrishna, Ayzaan Wahid, Ben Burgess-Limerick, Beomjoon Kim, Bernhard Schlkopf, Blake Wulfe, Brian Ichter, Cewu Lu, Charles Xu, Charlotte Le, Chelsea Finn, Chen Wang, Chenfeng Xu, Cheng Chi, Chenguang Huang, Christine Chan, Christopher Agia, Chuer Pan, Chuyuan Fu, Coline Devin, Danfei Xu, Daniel Morton, Danny Driess, Daphne Chen, Deepak Pathak, Dhruv Shah, Dieter Bchler, Dinesh Jayaraman, Dmitry Kalashnikov, Dorsa Sadigh, Edward Johns, Ethan Paul Foster, Fangchen Liu, Federico Ceola, Fei Xia, Feiyu Zhao, Freek Stulp, Gaoyue Zhou, Gaurav S. Sukhatme, Gautam Salhotra, Ge Yan, Gilbert Feng, Giulio Schiavi, Glen Berseth, Gregory Kahn, Guanzhi Wang, Hao Su, Haoshu Fang, Haochen Shi, Henghui Bao, Heni Ben Amor, Henrik I. Christensen, Hiroki Furuta, Homer Walke, Hongjie Fang, Huy Ha, Igor Mordatch, Ilija Radosavovic, Isabel Leal, Jacky Liang, Jad Abou-Chakra, Jaehyung Kim, Jaimyn Drake, Jan Peters, Jan Schneider, Jasmine Hsu, Jeannette Bohg, Jeffrey T. Bingham, Jeffrey Wu, Jensen Gao, Jiaheng Hu, Jiajun Wu, Jialin Wu, Jiankai Sun, Jianlan Luo, Jiayuan Gu, Jie Tan, Jihoon Oh, Jimmy Wu, Jingpei Lu, Jingyun Yang, Jitendra Malik, Joo Silvrio, Joey Hejna, Jonathan Booher, Jonathan Tompson, Jonathan Yang, Jordi Salvador, Joseph J. Lim, Junhyek Han, Kaiyuan Wang, Kanishka Rao, Karl Pertsch, Karol Hausman, Keegan Go, Keerthana Gopalakrishnan, Ken Goldberg, Kendra Byrne, Kenneth Oslund, Kento Kawaharazuka, Kevin Black, Kevin Lin, Kevin Zhang, Kiana Ehsani, Kiran Lekkala, Kirsty Ellis, Krishan Rana, Krishnan Srinivasan, Kuan Fang, Kunal Pratap Singh, Kuo-Hao Zeng, Kyle Hatch, Kyle Hsu, Laurent Itti, Lawrence Yunliang Chen, Lerrel Pinto, Li Fei-Fei, Liam Tan, Linxi Jim Fan, Lionel Ott, Lisa Lee, Luca Weihs, Magnum Chen, Marion Lepert, Marius Memmel, Masayoshi Tomizuka, Masha Itkina, Mateo Guaman Castro, Max Spero, Maximilian Du, Michael Ahn, Michael C. Yip, Mingtong Zhang, Mingyu Ding, Minho Heo, Mohan Kumar Srirama, Mohit Sharma, Moo Jin Kim, Naoaki Kanazawa, Nicklas Hansen, Nicolas Heess, Nikhil J. Joshi, Niko Snderhauf, Ning Liu, Norman Di Palo, Nur Muhammad (Mahi) Shafiullah, Oier Mees, Oliver Kroemer, Osbert Bastani, Pannag R. Sanketi, Patrick Tree Miller, Patrick Yin, Paul Wohlhart, Peng Xu, Peter David Fagan, Peter Mitrano, Pierre Sermanet, Pieter Abbeel, Priya Sundaresan, Qiuyu Chen, Quan Vuong, Rafael Rafailov, Ran Tian, Ria Doshi, Roberto Martn-Martn, Rohan Baijal, Rosario Scalise, Rose Hendrix, Roy Lin, Runjia Qian, Ruohan Zhang, Russell Mendonca, Rutav Shah, Ryan Hoque, Ryan Julian, Samuel Bustamante-Gomez, Sean Kirmani, Sergey Levine, Shan Lin, Sherry Moore, Shikhar Bahl, Shivin Dass, Shubham D. Sonawani, Shuran Song, Sichun Xu, Siddhant Haldar, Siddharth Karamcheti, Simeon Adebola, Simon Guist, Soroush Nasiriany, Stefan Schaal, Stefan Welker, Stephen Tian, Subramanian Ramamoorthy, Sudeep Dasari, Suneel Belkhale, Sungjae Park, Suraj Nair, Suvir Mirchandani, Takayuki Osa, Tanmay Gupta, Tatsuya Harada, Tatsuya Matsushima, Ted Xiao, Thomas Kollar, Tianhe Yu, Tianli Ding, Todor Davchev, Tony Z. Zhao, Travis Armstrong, Trevor Darrell, Trinity Chung, Vidhi Jain, Vincent Vanhoucke, Wei Zhan, Wenxuan Zhou, Wolfram Burgard, Xi Chen, Xiaolong Wang, Xinghao Zhu, Xinyang Geng, Xiyuan Liu, Liangwei Xu, Xuanlin Li, Yao Lu, Yecheng Jason Ma, Yejin Kim, Yevgen Chebotar, Yifan Zhou, Yifeng Zhu, Yilin Wu, Ying Xu, Yixuan Wang, Yonatan Bisk, Yoonyoung Cho, Youngwoon Lee, Yuchen Cui, Yue Cao, Yueh-Hua Wu, Yujin Tang, Yuke Zhu, Yunchu Zhang, Yunfan Jiang, Yunshuang Li, Yunzhu Li, Yusuke Iwasawa, Yutaka Matsuo, Zehan Ma, Zhuo Xu, Zichen Jeff Cui, Zichen Zhang, Zipeng Lin |
| 2024 | ICRA | RoboVQA: Multimodal Long-Horizon Reasoning for Robotics. | Pierre Sermanet, Tianli Ding, Jeffrey Zhao, Fei Xia, Debidatta Dwibedi, Keerthana Gopalakrishnan, Christine Chan, Gabriel Dulac-Arnold, Sharath Maddineni, Nikhil J. Joshi, Pete Florence, Wei Han, Robert Baruch, Yao Lu, Suvir Mirchandani, Peng Xu, Pannag Sanketi, Karol Hausman, Izhak Shafran, Brian Ichter, Yuan Cao |
| 2024 | ISCAS | An FPGA-Based High-Throughput Dataflow Accelerator for Lightweight Neural Network. | Zhiyuan Zhao, Jixing Li, Gang Chen, Zhelong Jiang, Ruixiu Qiao, Peng Xu, Yihao Chen, Huaxiang Lu |
| 2024 | ISPA | Multi-Hop D2D Cluster Formation and Resource Allocation for Scalable Video Multicast. | Hao Nie, Wei Wang, Rui Dai, Chenyan Liu, Zhixing Wang, Peng Xu |
| 2024 | ITW | Gaussian Relay Channel with Noiseless Feedback: Revisit. | Han Deng, Dengfeng Xia, Peng Xu, Bin Dai |
| 2024 | ITW | Sum-Capacity for Symmetric Finite-State Gaussian Multiple Access Channel with Delayed Feedback. | Dengfeng Xia, Han Deng, Peng Xu, Bin Dai |
| 2024 | ITW | Efficient Coding for Computation Over Gaussian Multiple-Access Channel with Noiseless/Noisy Feedback. | Yuhan Yang, Han Deng, Peng Xu, Bin Dai |
| 2024 | PKC | Fast and Simple Point Operations on Edwards448 and E448. | Luying Li, Wei Yu, Peng Xu |
| 2024 | WCNC | Achievable Rates for Physical-Layer Cooperative Key Generation with Correlated Eavesdropping Channels. | Peng Xu, Jun Yang, Gaojie Chen |
| 2024 | SC | Performance Portability of Electron Repulsion Integrals and Their Related Methods across Peta to Exascale Architectures. | Tosaporn Sattasathuchana, Peng Xu, Dossay Oryspayev, Colleen Bertoni, Luke B. Roskop, Mark S. Gordon |
| 2024 | SiggraphA | Dance Montage through Style Transfer and Music Generation. | Minyan Luo, Yuxin Zhang, Peng Xu, Tianle Wang, Yihang Bo, Xin Jin, Weiming Dong |
| 2023 | ACL | Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing. | Jing Zheng, Jyh-Herng Chow, Zhongnan Shen, Peng Xu |
| 2023 | CoRL | Language to Rewards for Robotic Skill Synthesis. | Wenhao Yu, Nimrod Gileadi, Chuyuan Fu, Sean Kirmani, Kuang-Huei Lee, Montserrat Gonzalez Arenas, Hao-Tien Lewis Chiang, Tom Erez, Leonard Hasenclever, Jan Humplik, Brian Ichter, Ted Xiao, Peng Xu, Andy Zeng, Tingnan Zhang, Nicolas Heess, Dorsa Sadigh, Jie Tan, Yuval Tassa, Fei Xia |
| 2023 | CoRL | Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners. | Allen Z. Ren, Anushri Dixit, Alexandra Bodrova, Sumeet Singh, Stephen Tu, Noah Brown, Peng Xu, Leila Takayama, Fei Xia, Jake Varley, Zhenjia Xu, Dorsa Sadigh, Andy Zeng, Anirudha Majumdar |
| 2023 | CoRL | RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control. | Brianna Zitkovich, Tianhe Yu, Sichun Xu, Peng Xu, Ted Xiao, Fei Xia, Jialin Wu, Paul Wohlhart, Stefan Welker, Ayzaan Wahid, Quan Vuong, Vincent Vanhoucke, Huong T. Tran, Radu Soricut, Anikait Singh, Jaspiar Singh, Pierre Sermanet, Pannag R. Sanketi, Grecia Salazar, Michael S. Ryoo, Krista Reymann, Kanishka Rao, Karl Pertsch, Igor Mordatch, Henryk Michalewski, Yao Lu, Sergey Levine, Lisa Lee, Tsang-Wei Edward Lee, Isabel Leal, Yuheng Kuang, Dmitry Kalashnikov, Ryan Julian, Nikhil J. Joshi, Alex Irpan, Brian Ichter, Jasmine Hsu, Alexander Herzog, Karol Hausman, Keerthana Gopalakrishnan, Chuyuan Fu, Pete Florence, Chelsea Finn, Kumar Avinava Dubey, Danny Driess, Tianli Ding, Krzysztof Marcin Choromanski, Xi Chen, Yevgen Chebotar, Justice Carbajal, Noah Brown, Anthony Brohan, Montserrat Gonzalez Arenas, Kehang Han |
| 2023 | EACL | Context Generation Improves Open Domain Question Answering. | Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger, Mohammad Shoeybi, Pascale Fung, Anima Anandkumar, Bryan Catanzaro |
| 2023 | EMNLP | Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. | Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro |
| 2023 | ESORICS | You Reset I Attack! A Master Password Guessing Attack Against Honey Password Vaults. | Tingting Rao, Yixin Su, Peng Xu, Yubo Zheng, Wei Wang, Hai Jin |
| 2023 | GLOBECOM | Transmission Design for RadCom System under The Spectrally Crowded Environment. | Junhui Qian, Peng Xu, Jinru Zhang, Ziyang Cheng, Shiyuan Wang |
| 2023 | HCI | The Effect of Transparency on Human-Exoskeleton Interaction. | Yilin Wang, Jing Qiu, Hong Cheng, Xiuying Hu, Peng Xu, Jingming Hou, Hongqin Xie |
| 2023 | ICASSP | Exploiting 3D Human Recovery for Action Recognition with Spatio-Temporal Bifurcation Fusion. | Na Jiang, Wei Quan, Qichuan Geng, Zhi-Ping Shi, Peng Xu |
| 2023 | ICCAD | Lay-Net: Grafting Netlist Knowledge on Layout-Based Congestion Prediction. | Su Zheng, Lancheng Zou, Peng Xu, Siting Liu, Bei Yu, Martin D. F. Wong |
| 2023 | ICCV | DiffRate : Differentiable Compression Rate for Efficient Vision Transformers. | Mengzhao Chen, Wenqi Shao, Peng Xu, Mingbao Lin, Kaipeng Zhang, Fei Chao, Rongrong Ji, Yu Qiao, Ping Luo |
| 2023 | ICCV | DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes Change. | Peng Xu, Xiatian Zhu |
| 2023 | ICML | Feature Expansion for Graph Neural Networks. | Jiaqi Sun, Lin Zhang, Guangyi Chen, Peng Xu, Kun Zhang, Yujiu Yang |
| 2023 | ICML | Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks. | Peng Xu, Lin Zhang, Xuanzhou Liu, Jiaqi Sun, Yue Zhao, Haiqin Yang, Bei Yu |
| 2023 | ICPADS | Meta-inspired Homomorphic Capability Selection Algorithm. | Anyi Zhang, Peng Xu, Yunxuan Wang |
| 2023 | ICPP | DComp: Efficient Offload of LSM-tree Compaction with Data Processing Units. | Chen Ding, Jian Zhou, Jiguang Wan, Yiqin Xiong, Sicen Li, Shuning Chen, Hanyang Liu, Liu Tang, Ling Zhan, Kai Lu, Peng Xu |
| 2023 | ICRA | Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization. | Thomas Lew, Sumeet Singh, Mario Prats, Jeffrey T. Bingham, Jonathan Weisz, Benjie Holson, Xiaohan Zhang, Vikas Sindhwani, Yao Lu, Fei Xia, Peng Xu, Tingnan Zhang, Jie Tan, Montserrat Gonzalez |
| 2023 | ICRA | Code as Policies: Language Model Programs for Embodied Control. | Jacky Liang, Wenlong Huang, Fei Xia, Peng Xu, Karol Hausman, Brian Ichter, Pete Florence, Andy Zeng |
| 2023 | NDSS | The Power of Bamboo: On the Post-Compromise Security for Searchable Symmetric Encryption. | Tianyang Chen, Peng Xu, Stjepan Picek, Bo Luo, Willy Susilo, Hai Jin, Kaitai Liang |
| 2023 | NDSS | Focusing on Pinocchio's Nose: A Gradients Scrutinizer to Thwart Split-Learning Hijacking Attacks Using Intrinsic Attributes. | Jiayun Fu, Xiaojing Ma, Bin B. Zhu, Pingyi Hu, Ruixin Zhao, Yaru Jia, Peng Xu, Hai Jin, Dongmei Zhang |
| 2023 | WWW | China's First Natural Language-based AI ChatBot Trader. | James Y. Zhang, Zhi Li, Hao Fang, Jun Wu, Zhongnan Shen, Jing Zheng, Wei Chu, Weiping Duan, Peng Xu |
| 2023 | USENIX | Calcspar: A Contract-Aware LSM Store for Cloud Storage with Low Latency Spikes. | Yuanhui Zhou, Jian Zhou, Shuning Chen, Peng Xu, Peng Wu, Yanguang Wang, Xian Liu, Ling Zhan, Jiguang Wan |
| 2022 | CHI | RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics. | Laixin Xie, Ziming Wu, Peng Xu, Wei Li, Xiaojuan Ma, Quan Li |
| 2022 | CoRL | Do As I Can, Not As I Say: Grounding Language in Robotic Affordances. | Brian Ichter, Anthony Brohan, Yevgen Chebotar, Chelsea Finn, Karol Hausman, Alexander Herzog, Daniel Ho, Julian Ibarz, Alex Irpan, Eric Jang, Ryan Julian, Dmitry Kalashnikov, Sergey Levine, Yao Lu, Carolina Parada, Kanishka Rao, Pierre Sermanet, Alexander Toshev, Vincent Vanhoucke, Fei Xia, Ted Xiao, Peng Xu, Mengyuan Yan, Noah Brown, Michael Ahn, Omar Cortes, Nicolas Sievers, Clayton Tan, Sichun Xu, Diego Reyes, Jarek Rettinghouse, Jornell Quiambao, Peter Pastor, Linda Luu, Kuang-Huei Lee, Yuheng Kuang, Sally Jesmonth, Nikhil J. Joshi, Kyle Jeffrey, Rosario Jauregui Ruano, Jasmine Hsu, Keerthana Gopalakrishnan, Byron David, Andy Zeng, Chuyuan Kelly Fu |
| 2022 | CoRL | Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation. | Xuesu Xiao, Tingnan Zhang, Krzysztof Marcin Choromanski, Tsang-Wei Edward Lee, Anthony G. Francis, Jake Varley, Stephen Tu, Sumeet Singh, Peng Xu, Fei Xia, Sven Mikael Persson, Dmitry Kalashnikov, Leila Takayama, Roy Frostig, Jie Tan, Carolina Parada, Vikas Sindhwani |
| 2022 | EMNLP | Evaluating Parameter Efficient Learning for Generation. | Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro |
| 2022 | ESORICS | DEKS: A Secure Cloud-Based Searchable Service Can Make Attackers Pay. | Yubo Zheng, Peng Xu, Wei Wang, Tianyang Chen, Willy Susilo, Kaitai Liang, Hai Jin |
| 2022 | GLOBECOM | A Real-Time Scalable Video Distribution Strategy Based on Dynamic Coalition and D2D Broadcast. | Chenyan Liu, Wei Wang, Rui Dai, Hao Nie, Peng Xu |
| 2022 | HCI | Effective Public Participation in Urban Open Space: Take Yangpu Waterfront Scenario Workshop as an Example. | Peng Xu |
| 2022 | ICASSP | QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation. | Dan Su, Peng Xu, Pascale Fung |
| 2022 | ICLR | Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning. | Dhruv Shah, Peng Xu, Yao Lu, Ted Xiao, Alexander Toshev, Sergey Levine, Brian Ichter |
| 2022 | ICPADS | Automatic Operator Performance Tumng in a Machine Learning System on Edge. | Peng Xu, Xinyu Chang, Jianxin Zhao, Chi Harold Liu |
| 2022 | LREC | CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition. | Wenliang Dai, Samuel Cahyawijaya, Tiezheng Yu, Elham J. Barezi, Peng Xu, Cheuk Tung Yiu, Rita Frieske, Holy Lovenia, Genta Indra Winata, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung |
| 2022 | LREC | ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. | Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Yan Xu, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung |
| 2022 | LREC | Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset. | Tiezheng Yu, Rita Frieske, Peng Xu, Samuel Cahyawijaya, Cheuk Tung Shadow Yiu, Holy Lovenia, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung |
| 2022 | MMM | Rethinking Shared Features and Re-ranking for Cross-Modality Person Re-identification. | Na Jiang, Zhaofa Wang, Peng Xu, Xinyue Wu, Lei Zhang |
| 2022 | NAACL | Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner. | Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth |
| 2022 | NDSS | COOPER: Testing the Binding Code of Scripting Languages with Cooperative Mutation. | Peng Xu, Yanhao Wang, Hong Hu, Purui Su |
| 2022 | VTC | Deep Reinforcement Learning based Relay Selection for SWIPT Systems with Data Buffer and Energy Storage. | Jianping Quan, Peng Xu, Chenghong Luo, Chong Huang, Gaojie Chen |
| 2021 | ACL | Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. | Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang |
| 2021 | ACL | Optimizing Deeper Transformers on Small Datasets. | Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang, Chenyang Huang, Jackie Chi Kit Cheung, Simon J. D. Prince, Yanshuai Cao |
| 2021 | ACL | TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface. | Peng Xu, Wenjie Zi, Hamidreza Shahidi, kos Kdr, Keyi Tang, Wei Yang, Jawad Ateeq, Harsh Barot, Meidan Alon, Yanshuai Cao |
| 2021 | BMVC | Learning Attention Map for 3D Human Recovery from a Single RGB Image. | Peng Xu, Na Jiang, Jun Li, Zhiping Shi |
| 2021 | CLUSTER | Building A Fast and Efficient LSM-tree Store by Integrating Local Storage with Cloud Storage. | Peng Xu, Nannan Zhao, Jiguang Wan, Wei Liu, Shuning Chen, Yuanhui Zhou, Hadeel Albahar, Hanyang Liu, Liu Tang, Changsheng Xie |
| 2021 | CoRL | Visual-Locomotion: Learning to Walk on Complex Terrains with Vision. | Wenhao Yu, Deepali Jain, Alejandro Escontrela, Atil Iscen, Peng Xu, Erwin Coumans, Sehoon Ha, Jie Tan, Tingnan Zhang |
| 2021 | DCC | The Twelvefold Way of Non-Sequential Lossless Compression. | Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen, Hassan Dbouk, James A. Douglas, Yuncong Geng, Ian George, John B. Harvill, Sung Woo Jeon, Kartik K. Kansal, Kiwook Lee, Kelly A. Levick, Bochao Li, Ziyue Li, Yashaswini Murthy, Adarsh Muthuveeru-Subramaniam, S. Yagiz Olmez, Matthew J. Tomei, Tanya Veeravalli, Xuechao Wang, Eric A. Wayman, Fan Wu, Peng Xu, Shen Yan, Heling Zhang, Yibo Zhang, Yifan Zhang, Yibo Zhao, Sourya Basu, Lav R. Varshney |
| 2021 | EMNLP | Contrastive Document Representation Learning with Graph Attention Networks. | Peng Xu, Xinchi Chen, Xiaofei Ma, Zhiheng Huang, Bing Xiang |
| 2021 | ESORICS | Bestie: Very Practical Searchable Encryption with Forward and Backward Security. | Tianyang Chen, Peng Xu, Wei Wang, Yubo Zheng, Willy Susilo, Hai Jin |
| 2021 | GLOBECOM | SINR Maximization for RIS-Assisted Secure Dual-Function Radar Communication Systems. | Sisai Fang, Gaojie Chen, Peng Xu, Jie Tang, Jonathon A. Chambers |
| 2021 | ICANN | Falcon: Malware Detection and Categorization with Network Traffic Images. | Peng Xu, Claudia Eckert, Apostolis Zarras |
| 2021 | ICANN | HawkEye: Cross-Platform Malware Detection with Representation Learning on Graphs. | Peng Xu, Youyi Zhang, Claudia Eckert, Apostolis Zarras |
| 2021 | ISCAS | A Charge-Pump-Based SIMO Buck-Boost DC-DC Converter with Three Operation Modes. | Zhiguo Tong, Peng Cao, Peng Xu, Dehong Lv, Danzhu Lu, Jie He, Zhiliang Hong |
| 2021 | QRS | Research on fault diagnosis in early stage of software development based on Object-oriented Bayesian Networks. | Hongman Li, Peng Xu, Qilin Zhao, Yihong Liu |
| 2021 | SAC | Detecting and categorizing Android malware with graph neural networks. | Peng Xu, Claudia Eckert, Apostolis Zarras |
| 2021 | SIGMOD | Milvus: A Purpose-Built Vector Data Management System. | Jianguo Wang, Xiaomeng Yi, Rentong Guo, Hai Jin, Peng Xu, Shengjun Li, Xiangyu Wang, Xiangzhou Guo, Chengming Li, Xiaohai Xu, Kun Yu, Yuxing Yuan, Yinghao Zou, Jiquan Long, Yudong Cai, Zhenxiang Li, Zhifeng Zhang, Yihua Mo, Jun Gu, Ruiyi Jiang, Yi Wei, Charles Xie |
| 2021 | TrustCom | Automated Performance Benchmarking Platform of IaaS Cloud. | Xu Liu, Dongxu Fang, Peng Xu |
| 2020 | AAAI | CAiRE: An End-to-End Empathetic Chatbot. | Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, Pascale Fung |
| 2020 | AAAI | Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems. | Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung |
| 2020 | ACL | Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. | Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung |
| 2020 | ACL | Meta-Transfer Learning for Code-Switched Speech Recognition. | Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung |
| 2020 | AISTATS | Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer. | Yanshuai Cao, Peng Xu |
| 2020 | AMTA | Improved Domain Adaptation for Statistical Machine Translation. | Wei Wang, Klaus Macherey, Wolfgang Macherey, Franz Josef Och, Peng Xu |
| 2020 | CBMS | Automatic Primary Gross Tumor Volume Segmentation for Nasopharyngeal Carcinoma using ResSE-UNet. | Zhihao Jin, Xuechen Li, Linlin Shen, Jinyi Lang, Jie Li, Junxiang Wu, Peng Xu, Jiang Duan |
| 2020 | CoRL | Learning to Walk in the Real World with Minimal Human Effort. | Sehoon Ha, Peng Xu, Zhenyu Tan, Sergey Levine, Jie Tan |
| 2020 | EMNLP | Improve Transformer Models with Better Relative Position Embeddings. | Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang |
| 2020 | EMNLP | Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. | Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung |
| 2020 | EMNLP | MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models. | Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro |
| 2020 | GLOBECOM | Deep Reinforcement Learning Based Relay Selection in Delay-Constrained Secure Buffer-Aided CRNs. | Chong Huang, Gaojie Chen, Yu Gong, Peng Xu |
| 2020 | ICAART | Gated Graph Convolutional Network for Aspect-Based Sentiment Analysis Emphasizing on Relational Reasoning. | Kai Shuang, Hao Hu, Wentao Zhang, Zhixuan Zhang, Peng Xu |
| 2020 | ICASSP | Generating Empathetic Responses by Looking Ahead the User's Sentiment. | Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung |
| 2020 | ICDCS | Disperse Access Considered Energy Inefficiency in Intel Optane DC Persistent Memory Servers. | Daping Li, Jiguang Wan, Jun Wang, Jian Zhou, Kai Lu, Peng Xu, Fei Wu, Changsheng Xie |
| 2020 | ICDE | Kaleido: An Efficient Out-of-core Graph Mining System on A Single Machine. | Cheng Zhao, Zhibin Zhang, Peng Xu, Tianqi Zheng, Jiafeng Guo |
| 2020 | ICML | On Variational Learning of Controllable Representations for Text without Supervision. | Peng Xu, Jackie Chi Kit Cheung, Yanshuai Cao |
| 2020 | Interspeech | Learning Fast Adaptation on Cross-Accented Speech Recognition. | Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung |
| 2020 | LREC | Getting To Know You: User Attribute Extraction from Dialogues. | Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung |
| 2020 | SMC | A Reinforcement Learning Approach to Design Verification Strategies of Engineered Systems. | Peng Xu, Alejandro Salado, Guangrui Xie |
| 2020 | SAC | MANIS: evading malware detection system on graph structure. | Peng Xu, Bojan Kolosnjaji, Claudia Eckert, Apostolis Zarras |
| 2020 | SDM | Second-order Optimization for Non-convex Machine Learning: an Empirical Study. | Peng Xu, Fred Roosta, Michael W. Mahoney |
| 2019 | AAAI | Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data. | Peng Xu, Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang |
| 2019 | ACL | A Cross-Domain Transferable Neural Coherence Model. | Peng Xu, Hamidreza Saghir, Jin Sung Kang, Teng Long, Avishek Joey Bose, Yanshuai Cao, Jackie Chi Kit Cheung |
| 2019 | ACML | Prediction of Crowd Flow in City Complex with Missing Data. | Shiyang Qiu, Peng Xu, Wei Zheng, Junjie Wang, Guo Yu, Mingyao Hou, Hengchang Liu |
| 2019 | CVPR | Trust Region Based Adversarial Attack on Neural Networks. | Zhewei Yao, Amir Gholami, Peng Xu, Kurt Keutzer, Michael W. Mahoney |
| 2019 | DATE | RAFS: A RAID-Aware File System to Reduce the Parity Update Overhead for SSD RAID. | Chenlei Tang, Jiguang Wan, Yifeng Zhu, Zhiyuan Liu, Peng Xu, Fei Wu, Changsheng Xie |
| 2019 | EMNLP | MoEL: Mixture of Empathetic Listeners. | Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung |
| 2019 | EMNLP | Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. | Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung |
| 2019 | EMNLP | Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. | Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung |
| 2019 | HPCC | Multi-Objective Power Optimization for Full Duplex System Based on Chebyshev Weighting. | Peng Xu, Guangli Liu, Jing Gao, Peishang Gu |
| 2019 | ICA3PP | Differential Privacy Preservation for Smart Meter Systems. | Junfang Wu, Weizhong Qiang, Tianqing Zhu, Hai Jin, Peng Xu, Sheng Shen |
| 2019 | ICASSP | A Novel Repetition Normalized Adversarial Reward for Headline Generation. | Peng Xu, Pascale Fung |
| 2019 | ICIP | Deep Zero-Shot Learning for Scene Sketch. | Yao Xie, Peng Xu, Zhanyu Ma |
| 2019 | ICPADS | An Active Method to Mitigate the Long Latencies for Host-Aware Shingle Magnetic Recording Drives. | Peng Xu, Jiguang Wan, Ping Huang, Bihua Shu, Chenlei Tang, Changsheng Xie |
| 2019 | NAACL | Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction. | Peng Xu, Denilson Barbosa |
| 2019 | Qshine | Hybrid NOMA/OMA with Buffer-Aided Relaying for Cooperative Uplink System. | Jianping Quan, Peng Xu, Yunwu Wang, Zheng Yang |
| 2018 | AI | Matching Rsums to Job Descriptions with Stacked Models. | Peng Xu, Denilson Barbosa |
| 2018 | AISTATS | Accelerated Stochastic Power Iteration. | Peng Xu, Bryan D. He, Christopher De Sa, Ioannis Mitliagkas, Christopher R |
| 2018 | CVPR | SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval. | Peng Xu, Yongye Huang, Tongtong Yuan, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo |
| 2018 | EDM | An Empirical Research on Identifiability and Q-matrix Design for DINA model. | Peng Xu, Michel C. Desmarais |
| 2018 | ISCAS | Gradient Based Interpolation for Intra Angular Prediction in HEVC. | Yushan Zheng, Peng Xu, Jun Sun, Zongming Guo |
| 2018 | Mobisys | Towards Accurate and Real-time Information Extrapolation on Charging Pile Network. | Jinyang Li, Tingzhi Li, Xiaoshan Sun, Peng Xu, Junjie Wang, Qi Liu, Wei Zheng, Jian Li, Hengchang Liu |
| 2018 | Mobisys | Planning Mobile Charging Vehicles Based on User Charging Behavior. | Qi Liu, Jinyang Li, Xiaoshan Sun, Peng Xu, Junjie Wang, Wei Zheng, Jian Li, Hengchang Liu |
| 2018 | NAACL | Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss. | Peng Xu, Denilson Barbosa |
| 2017 | ACISP | Dynamic Searchable Symmetric Encryption with Physical Deletion and Small Leakage. | Peng Xu, Shuai Liang, Wei Wang, Willy Susilo, Qianhong Wu, Hai Jin |
| 2017 | GLOBECOM | Optimal Power Allocation Scheme for NOMA with Adaptive Rates and alpha-Fairness. | Peng Xu, Kanapathippillai Cumanan, Zheng Yang |
| 2017 | ICDCS | Dynamic Pricing at Electric Vehicle Charging Stations for Queueing Delay Reduction. | Peng Xu, Jinyang Li, Xiaoshan Sun, Wei Zheng, Hengchang Liu |
| 2017 | IGARSS | Circularly polarized bistatic scattering from sastrugi surfaces. | Peng Xu, Kun-Shan Chen |
| 2017 | IGARSS | Ionospheric effects on the lunar-based radar imaging. | Zhen Xu, Kun-Shan Chen, Peng Xu, Huadong Guo |
| 2017 | IGARSS | An update of AIEM model with multiple scattering of rough surface. | Ying Yang, Kun-Shan Chen, Peng Xu, Yu Liu |
| 2017 | IGARSS | Rough soil surface scattering and emission modeling: A comprehensive reappraisal of the AIEM model by using numerical and experimental data. | Jiangyuan Zeng, Kun-Shan Chen, Peng Xu, Ming Jin, Yu Liu, Ying Yang |
| 2017 | IROS | Supervisory control of a DaVinci surgical robot. | Der-Lin Chow, Peng Xu, Eser Tuna, Siqi Huang, Murat Cenk Cavusoglu, Wyatt S. Newman |
| 2017 | ISIT | A min-entropy power inequality for groups. | Peng Xu, James Melbourne, Mokshay M. Madiman |
| 2017 | ISIT | Infinity-Rnyi entropy power inequalities. | Peng Xu, James Melbourne, Mokshay M. Madiman |
| 2017 | ISKE | A nonlinear programming based universal optimization model of TDOA passive location. | Fangli Ma, Yang Xu, Peng Xu |
| 2017 | ISKE | An application security model based on business process in information system. | Peng Xu, Meirong Chen, Lifang Feng, Guanfeng Wu, Fangli Ma, DanChen Wang |
| 2016 | CBMI | Simple tag-based subclass representations for visually-varied image classes. | Xinchao Li, Peng Xu, Yue Shi, Martha A. Larson, Alan Hanjalic |
| 2016 | CCS | Anonymous Identity-Based Broadcast Encryption with Constant Decryption Complexity and Strong Security. | Peng Xu, Jingnan Li, Wei Wang, Hai Jin |
| 2016 | CCS | Generally Hybrid Proxy Re-Encryption: A Secure Data Sharing among Cryptographic Clouds. | Peng Xu, Jun Xu, Wei Wang, Hai Jin, Willy Susilo, Deqing Zou |
| 2016 | DASC | Log on Cloud: A SaaS Data Collection, Storage, and Analysis Framework. | Peng Xu, Yadong Zhang, Kai Shuang |
| 2016 | ECCV | Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval. | Peng Xu, Qiyue Yin, Yonggang Qi, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Jun Guo |
| 2016 | EDM | Boosted Decision Tree for Q-matrix Refinement. | Peng Xu, Michel C. Desmarais |
| 2016 | IGARSS | Angular features of coherent biscattering from randomly corrugated surfaces with irregular grooves. | Peng Xu, Kun-Shan Chen, Rui Jiang |
| 2016 | IECON | Performance analysis of a current-fed bidirectional LLC resonant converter. | Yuewei Li, Yan Xing, Yangjun Lu, Hongfei Wu, Peng Xu |
| 2016 | IGARSS | Polarimetric properties of microwave bistatic scattering from a layered Sastrugi surface. | Kun-Shan Chen, Peng Xu, Yu Liu |
| 2016 | IGARSS | A numerical study of microwave emission from ocean foam layer. | Rui Jiang, Peng Xu, Kun-Shan Chen, Saibun Tjuatja, Xiong-Bin Wu |
| 2016 | IGARSS | Modeling and characteristics of bistaic scattering from rice canopy. | Yu Liu, Kun-Shan Chen, Yuan Liu, Zhao-Liang Li, Peng Xu, Jiangyuan Zeng, Ming Jin |
| 2016 | ISIT | Reverse entropy power inequalities for s-concave densities. | Peng Xu, James Melbourne, Mokshay M. Madiman |
| 2016 | VCIP | An adaptive intra-frame parallel method based on complexity estimation for HEVC. | Peng Xu, Keji Chen, Jun Sun, Xiangyang Ji, Zongming Guo |
| 2015 | APSCC | WebCDN: A Peer-to-Peer Web Browser CDN Based WebRTC. | Kai Shuang, Xin Cai, Peng Xu, Qiannan Jia |
| 2015 | DASFAA | Authentication of Top-k Spatial Keyword Queries in Outsourced Databases. | Sen Su, Han Yan, Xiang Cheng, Peng Tang, Peng Xu, Jianliang Xu |
| 2015 | EDM | A Partition Tree Approach to Combine Techniques to Refine Item to Skills Q-Matrices. | Michel C. Desmarais, Peng Xu, Behzad Beheshti |
| 2015 | GLOBECOM | Joint Use of H-inf Criterion in Channel Estimation and Precoding to Mitigate Pilot Contamination in Massive MIMO Systems. | Peng Xu, Dongming Wang, Jinkuan Wang |
| 2015 | ICCS | Efficient Particle-mesh Spreading on GPUs. | Xiangyu Guo, Xing Liu, Peng Xu, Zhihui Du, Edmond Chow |
| 2015 | IROS | Design and analysis of parallel robots for a flexible fixturing system with performance atlases. | Bing Li, Peng Xu, Hongjian Yu, Yunjiang Lou, Xiaojun Yang |
| 2015 | ISIT | The private key capacity of a cooperative pairwise-independent network. | Peng Xu, Zhiguo Ding, Xuchu Dai |
| 2015 | ISIT | The norm of the Fourier series operator. | Peng Xu, Mokshay M. Madiman |
| 2015 | ISKE | Information System's Security Evaluation of Dynamic Behavior Based on Service Composition. | DanChen Wang, Yang Xu, Peng Xu |
| 2015 | Qshine | SSDS-MC: Slice-based Secure Data Storage in Multi-Cloud Environment. | Peng Xu, Xiaqi Liu, Zhengguo Sheng, Xuan Shan, Kai Shuang |
| 2014 | EDM | The refinement of a Q-matrix: Assessing methods to validate tasks to skills mapping. | Michel C. Desmarais, Behzad Beheshti, Peng Xu |
| 2014 | GECCO | A bilevel optimization approach to automated parameter tuning. | Ankur Sinha, Pekka Malo, Peng Xu, Kalyanmoy Deb |
| 2014 | ISPASS | Manifold: A parallel simulation framework for multicore systems. | Jun Wang, Jesse G. Beu, Rishiraj A. Bheda, Tom Conte, Zhenjiang Dong, Chad D. Kersey, Mitchelle Rasquinha, George F. Riley, William J. Song, He Xiao, Peng Xu, Sudhakar Yalamanchili |
| 2013 | MMSys | Blip10000: a social video dataset containing SPUG content for tagging and retrieval. | Sebastian Schmiedeke, Peng Xu, Isabelle Ferran, Maria Eskevich, Christoph Kofler, Martha A. Larson, Yannick Estve, Lori Lamel, Gareth J. F. Jones, Thomas Sikora |
| 2013 | WCNC | An improved achievable secrecy rate for the relay-eavesdropper channel. | Peng Xu, Zhiguo Ding, Xuchu Dai, Kin K. Leung |
| 2013 | WCNC | H-inf channel estimation for MIMO-OFDM systems in the presence of carrier frequency offset. | Peng Xu, Jinkuan Wang, Yinghua Han, Feng Qi |
| 2012 | CCGRID | Enhanced Energy-Efficient Scheduling for Parallel Applications in Cloud. | Qingjia Huang, Sen Su, Jian Li, Peng Xu, Kai Shuang, Xiao Huang |
| 2012 | CCGRID | Reducing Operational Costs through Consolidation with Resource Prediction in the Cloud. | Jian Li, Kai Shuang, Sen Su, Qingjia Huang, Peng Xu, Xiang Cheng, Jie Wang |
| 2012 | CIKM | Finding nuggets in IP portfolios: core patent mining through textual temporal analysis. | Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu |
| 2012 | EMNLP | A Systematic Comparison of Phrase Table Pruning Techniques. | Richard Zens, Daisy Stanton, Peng Xu |
| 2012 | ICARCV | Phase plane-based variable structure control for switched reluctance motor direct torque control. | Xuanju Dang, Peng Xu, Haoming Yang, Shan Li, Dawei Wang |
| 2012 | ICASSP | Distributed acoustic modeling with back-off n-grams. | Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson |
| 2012 | ICASSP | EM-based H-inf channel estimation in MIMO-OFDM systems. | Peng Xu, Jinkuan Wang, Feng Qi |
| 2012 | ICPR | A structure-based video representation for web video categorization. | Peng Xu, David M. J. Tax, Alan Hanjalic |
| 2012 | IROS | A vision of the patient room as an architectural-robotic ecosystem. | Anthony Threatt, Jessica Merino, Keith Evan Green, Ian D. Walker, Johnell O. Brooks, Sean Ficht, Robert Kriener, Mary Mossey, Alper Mutlu, Darshana Salvi, George J. Schafer, Pallavi Srikanth, Peng Xu, Joe Manganelli, Paul Yanik |
| 2012 | KDD | PatentMiner: topic-driven patent analysis and mining. | Jie Tang, Bo Wang, Yang Yang, Po Hu, Yanting Zhao, Xinyu Yan, Bo Gao, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi |
| 2011 | ACL | Binarized Forest to String Translation. | Hao Zhang, Licheng Fang, Peng Xu, Xiaoyun Wu |
| 2011 | DCAI | A Multi-agent Model with Dynamic Leadership for Fault Diagnosis in Chemical Plants. | Benito Mendoza, Peng Xu, Limin Song |
| 2011 | ICDM | Generating Breakpoint-based Timeline Overview for News Topic Retrospection. | Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu |
| 2011 | ISCAS | Motion image sensor with on-chip adaptation and Programmable Filtering. | Peng Xu, Pamela Abshire, James Sean Humbert |
| 2010 | CSCWD | Architecture of a distributed framework for a fleet command and control system. | Shufen Liu, Peng Xu, Xiaojun Li |
| 2010 | Interspeech | Study on interaction between entropy pruning and kneser-ney smoothing. | Ciprian Chelba, Thorsten Brants, Will Neveitt, Peng Xu |
| 2009 | IGARSS | Bistatic Reflection and Transmission of Electromagnetic Scattering by Rough Surfaces with Large Heights and Slopes. | Ding Liang, Peng Xu, Kun-Shan Chen, Zhiqian Gui, Leung Tsang |
| 2009 | NAACL | Distributed Language Models. | Thorsten Brants, Peng Xu |
| 2009 | NAACL | Using a Dependency Parser to Improve SMT for Subject-Object-Verb Languages. | Peng Xu, Jaeho Kang, Michael Ringgaard, Franz Josef Och |
| 2008 | IGARSS | Numerical Simulations of Emission and Bistatic Scattering from Soils with Rough Surfaces of Exponential Correlation Functions. | Peng Xu, Leung Tsang, Kun-Shan Chen |
| 2008 | IGARSS | Emissivities of Random Rough Surface over Layered Media. | Peng Xu, Leung Tsang, Kun-Shan Chen |
| 2008 | ISCAS | Stochastic model and simulation of a random number generator circuit. | Peng Xu, Timothy K. Horiuchi, Pamela Abshire |
| 2008 | ISPA | A New Authentication Protocol for Wireless Communication Network Based on IEEE802.16. | Ruixue Li, Zhiyi Fang, Wei Cao, Yumei Yin, Peng Xu |
| 2008 | ISVC | Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. | Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu |
| 2008 | SECRYPT | Experimental Research and Capability Valuation on Security of SOA-SCA based SDO. | Peng Xu, Zhiyi Fang, Hang Su, Chuyi Wei |
| 2007 | EMNLP | Large Language Models in Machine Translation. | Thorsten Brants, Ashok C. Popat, Peng Xu, Franz Josef Och, Jeffrey Dean |
| 2007 | ICIS | IT-Enabled Competencies and Business Value: An Empirical Study in Fast-Cycle Industries. | Noushin Ashrafi, Abhijit Chaudhury, Jean-Pierre Kuilboer, Peng Xu |
| 2007 | IGARSS | Frequency and polarimetric dependence of active and passive microwave remote sensing signatures in rough surface problems with small to moderate rms heights. | Peng Xu, Leung Tsang, Kun-Shan Chen |
| 2007 | IGARSS | Emissivities of rough surface over layered media in microwave remote sensing of snow. | Peng Xu, Leung Tsang, Li Li, Kun-Shan Chen |
| 2006 | AINA | Optimized Integrated Registration Procedure of Mobile IP and SIP with AAA Operations. | Peng Xu, Jianxin Liao, Xiao-Ping Wen, Xiaomin Zhu |
| 2006 | APWEB | Table Detection from Plain Text Using Machine Learning and Document Structure. | Juan-Zi Li, Jie Tang, Qiang Song, Peng Xu |
| 2005 | IGARSS | Rough surface effects in microwave remote sensing: numerical Maxwell model using the UV/SMCG method. | Peng Xu, Leung Tsang |
| 2005 | IJCNN | Fisher information quantifies task-specific performance in the blowfly photoreceptor. | Peng Xu, Pamela Abshire |
| 2005 | Interspeech | Using random forest language models in the IBM RT-04 CTS system. | Peng Xu, Lidia Mangu |
| 2005 | NAACL | Minimum Sample Risk Methods for Language Modeling. | Jianfeng Gao, Hao Yu, Wei Yuan, Peng Xu |
| 2005 | WISE | List Data Extraction in Semi-structured Document. | Hui Xu, Juan-Zi Li, Peng Xu |
| 2004 | APSEC | MDC-Based Grey-Box Component Modeling and Prediction Analysis. | Xiaoqin Xie, Juan-Zi Li, Peng Xu, Kehong Wang |
| 2004 | EMNLP | Random Forests in Language Modelin. | Peng Xu, Frederick Jelinek |
| 2004 | IGARSS | Application of UV multi-level partitioning method in solving problems of surface and volume scattering. | Leung Tsang, Qin Li, Peng Xu, Zhongxin Li |
| 2004 | IGARSS | Microwave emission of foam with Kelvin's structure based on fast solutions of wave equations. | Peng Xu, Dong Chen, Leung Chang |
| 2004 | IGARSS | Texture classification using optimized support vector machines. | Peng Xu, Min Dai, Andrew K. Chan |
| 2004 | IGARSS | A comparison on texture classification algorithms for remote sensing data. | Peng Xu, Min Dai, Andrew K. Chan |
| 2003 | EMNLP | Training Connectionist Models for the Structured Language Model. | Peng Xu, Ahmad Emami, Frederick Jelinek |
| 2003 | ICASSP | Using a connectionist model in a syntactical based language model. | Ahmad Emami, Peng Xu, Frederick Jelinek |
| 2003 | IJCNN | Support vector machines for multi-class signal classification with unbalanced samples. | Peng Xu, Andrew K. Chan |
| 2003 | IJCNN | An efficient algorithm on multi-class support vector machine model selection. | Peng Xu, Andrew K. Chan |
| 2003 | PIMRC | Research on service solutions in SoftSwitch based wireless networks. | Peng Xu, Sen Su, Junliang Chen |
| 2002 | ACL | A Study on Richer Syntactic Dependencies for Structured Language Modeling. | Peng Xu, Ciprian Chelba, Frederick Jelinek |
| 2002 | CAINE | Support Vector Machines for Tapered Bearing Condition Monitoring. | Peng Xu, Andrew K. Chan |
| 2002 | ICASSP | Structurally discriminative graphical models for automatic speech recognition - results from the 2001 Johns Hopkins Summer Workshop. | Geoffrey Zweig, Jeff A. Bilmes, Thomas Richardson, Karim Filali, Karen Livescu, Peng Xu, Kirk Jackson, Yigal Brandman, Eric D. Sandness, Eva Holtz, Jerry Torres, Bill Byrne |
| 2002 | IGARSS | Optimal wavelet sub-band selection using genetic algorithm. | Peng Xu, Andrew K. Chan |
| 1999 | Interspeech | LODESTAR: a Mandarin spoken dialogue system for travel information retrieval. | Chao Huang, Peng Xu, Xin Zhang, Shubin Zhao, Taiyi Huang, Bo Xu |