| 2026 | AAAI | WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation. | Xiaoqian Liu, Xiyan Gui, Zhengkun Ge, Yuan Ge, Chang Zou, Jiacheng Liu, Zhikang Niu, Qixi Zheng, Chen Xu, Xie Chen, Tong Xiao, Jingbo Zhu, Linfeng Zhang |
| 2026 | ACL | All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection. | Yuechen Jiang, Zhiwei Liu, Yupeng Cao, Yueru He, Ziyang Xu, Chen Xu, Zhiyang Deng, Prayag Tiwari, Xi Chen, Alejandro Lopez-Lira, Jimin Huang, Junichi Tsujii, Sophia Ananiadou |
| 2026 | ACL | Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection. | Zhiwei Liu, Yupeng Cao, Yuechen Jiang, Mohsinul Kabir, Polydoros Giannouris, Chen Xu, Ziyang Xu, Tianlei Zhu, Md. Tariquzzaman, Triantafillos Papadopoulos, Yan Wang, Lingfei Qian, Xueqing Peng, Zhuohan Xie, Ye Yuan, Saeed Almheiri, Abdulrazzaq Alnajjar, Mingbin Chen, Harry Stuart, Paul Thompson, Prayag Tiwari, Alejandro Lopez-Lira, Xue Liu, Jimin Huang, Sophia Ananiadou |
| 2026 | ACL | Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation. | Xiaoqian Liu, Zhengkun Ge, Jianjin Wang, Haoran Zhang, Yuan Ge, Kaiyan Chang, Chen Xu, Tong Xiao, Zhengtao Yu, Linfeng Zhang, JingBo Zhu |
| 2026 | ACL | Your Reasoning Model Knows What Counts: Self-Guided Chain-of-Thought Pruning for Efficient Reasoning. | Zi-Ao Ma, Xian-Ling Mao, Tian Lan, Chen Xu, Zhijing Wu |
| 2026 | ACL | FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning. | Zhuohan Xie, Daniil Orel, Rushil Thareja, Dhruv Sahnan, Hachem Madmoun, Fan Zhang, Debopriyo Banerjee, Georgi Nenkov Georgiev, Xueqing Peng, Lingfei Qian, Jimin Huang, Jinyan Su, Aaryamonvikram Singh, Rui Xing, Rania Elbadry, Chen Xu, Haonan Li, Fajri Koto, Ivan Koychev, Tanmoy Chakraborty, Yuxia Wang, Salem Lahlou, Veselin Stoyanov, Sophia Ananiadou, Preslav Nakov |
| 2026 | ACL | PUPPET: Neural-Symbolic Standardized Patients for Mental Health. | Chen Xu, Yu Ji, Zhenyu Lv, Yang Yi, Yizhe Yang, Luyao Ji, Chaoyi Chen, Xianyang Wang, Tian Lan, Zhihua Wang, Juan Wang, Xunde Dong, Fuze Tian, Qunxi Dong, Bin Hu |
| 2026 | DLT | The Four Corners Problem Over Larger Alphabets. | Daniel Prusa, Michael Wehar, Chen Xu |
| 2026 | ECIR | Economic Perspectives on Fairness in Information Retrieval. | Chen Xu, Clara Rus, Yuanna Liu, Marleen de Jonge, Jun Xu, Maarten de Rijke |
| 2026 | FUN | Finding Maximum and Minimum Size Matrices: The Algorithmic Complexity of Coding Challenges. | Abdelrahman Abdelmonsef, Xingyu Dong, Daniel Prusa, Michael Wehar, Chen Xu |
| 2026 | ISCAS | RTCore: A RISC-V Processor Featuring Nested Hardware Loop Optimization for Real-time Control System. | Qingchen Zhai, Weiying Wang, Yueyue Wang, Yuanyang Xiang, Chen Xu, Kunyu Zong, Ruozhou Xiao, Zhiwei Zhang |
| 2026 | ISCAS | Breaking the Local Optima Barrier in Branch Predictor Design Space Exploration: An LLM-Based Initialization Strategy for PSO. | Qingchen Zhai, Chen Xu, Yuanyang Xiang, Yueyue Wang, Weiying Wang, Kunyu Zong, Jingshuai Jiang, Ruozhou Xiao, Zhiwei Zhang |
| 2026 | KDD | ECGMind: A Foundation Model for ECG Classification via Dynamic Energy Guidance. | Yuqi She, Junhao Huang, Erke Wang, Xianhao Song, Liping Wang, Haotong An, Chen Xu, Han Zhang, Xuemin Lin |
| 2026 | WWW | Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking. | Xinyu Lin, Pengyuan Liu, Wenjie Wang, Yicheng Hu, Chen Xu, Fuli Feng, Qifan Wang, Tat-Seng Chua |
| 2026 | WWW | Unifying Diversity and Fairness in Re-ranking via Economic Growth Theory. | Zhaofeng Li, Chen Xu, Xinyu Lin, Wenjie Wang, Xiaokui Xiao |
| 2026 | WWW | Towards a Responsible Web: Economic Perspectives on Fairness in Information Retrieval. | Chen Xu, Clara Rus, Yuanna Liu, Marleen de Jonge, Jun Xu, Maarten de Rijke |
| 2026 | WWW | Unveiling and Simulating Short-Video Addiction Behaviors via Economic Addiction Theory. | Chen Xu, Zhipeng Yi, Ruizi Wang, Wenjie Wang, Jun Xu, Maarten de Rijke |
| 2026 | SIGIR | The Attention Market: Interpreting Online Fair Re-ranking as Manifold Optimization under Walrasian Equilibrium. | Chen Xu, Wei Chu, Wenyu Hu, Fengran Mo, Jun Xu, Maarten de Rijke |
| 2026 | VR | Mixed Reality 3D User Interfaces for Volumetric Field Analysis in Stadium-Scale Building. | Chen Xu, Fang Zheng, Jingya Li |
| 2025 | AISTATS | Computing high-dimensional optimal transport by flow neural networks. | Chen Xu, Xiuyuan Cheng, Yao Xie |
| 2025 | CIKM | BordaRAG: Resolving Knowledge Conflict in Retrieval-Augmented Generation via Borda Voting Process. | Yuxin Li, Chen Xu, Jun Xu, Ji-Rong Wen |
| 2025 | EMNLP | Training Language Models to Critique With Multi-agent Feedback. | Tian Lan, Wenwei Zhang, Chengqi Lyu, Shuaibin Li, Chen Xu, Heyan Huang, Dahua Lin, Xian-Ling Mao, Kai Chen |
| 2025 | EMNLP | Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders. | Weiqiao Shan, Yuang Li, Yuhao Zhang, Yingfeng Luo, Chen Xu, Xiaofeng Zhao, Long Meng, Yunfei Lu, Min Zhang, Hao Yang, Tong Xiao, JingBo Zhu |
| 2025 | EMNLP | Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision. | Xiaopeng Ye, Chen Xu, Chaoliang Zhang, Zhaocheng Du, Jun Xu, Gang Wang, Zhenhua Dong |
| 2025 | ICASSP | A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation. | Xiaoqian Liu, Yangfan Du, Jianjin Wang, Yuan Ge, Chen Xu, Tong Xiao, Guocheng Chen, Jingbo Zhu |
| 2025 | ICCCN | Misalignment Discussion of an Eight-Coil Wireless Power Transfer System. | Yuanpu Zheng, Hanxiao Su, Chen Xu, Shuangyao Huang, Guangyu Ren, Wenzhang Zhang |
| 2025 | ICCV | Triad: Empowering LMM-Based Anomaly Detection with Expert-Guided Region-of-Interest Tokenizer and Manufacturing Process. | Yuanze Li, Shihao Yuan, Haolin Wang, Qizhang Li, Ming Liu, Chen Xu, Guangming Shi, Wangmeng Zuo |
| 2025 | ICDE | Machine Learning Inference Pipeline Execution Using Pure SQL Based on Operator Fusion. | Qingfeng Pan, Jiahe Zhi, Chenyang Zhang, Chen Xu, Zhao Zhang, Anita Shao, Guanglei Bao, Qiu Cui, Xiaowei Chen, Aoying Zhou |
| 2025 | ICDE | Variable Spatiotemporal Framework for Multivariate Time Series Prediction. | Chen Xu, Qiang Wang, Yiyang Wu, Lianxing Li |
| 2025 | ICLR | OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. | Xing Hu, Yuan Cheng, Dawei Yang, Zhixuan Chen, Zukang Xu, Jiangyong Yu, Chen Xu, Zhihang Yuan, Zhe Jiang, Sifan Zhou |
| 2025 | ICLR | Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation. | Chen Xu, Yuxin Li, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua |
| 2025 | ICLR | Kernel-based Optimally Weighted Conformal Time-Series Prediction. | Jonghyeok Lee, Chen Xu, Yao Xie |
| 2025 | ICLR | MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods. | Zukang Xu, Yuxuan Yue, Xing Hu, Dawei Yang, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, Jiangyong Yu, Chen Xu, Sifan Zhou |
| 2025 | ICML | MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance. | Zhixuan Chen, Xing Hu, Dawei Yang, Zukang Xu, Chen Xu, Zhihang Yuan, Sifan Zhou, Jiangyong Yu |
| 2025 | ICML | Global Optimization with a Power-Transformed Objective and Gaussian Smoothing. | Chen Xu |
| 2025 | ICML | RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization. | Chen Xu, Yuxuan Yue, Zukang Xu, Xing Hu, Jiangyong Yu, Zhixuan Chen, Sifan Zhou, Zhihang Yuan, Dawei Yang |
| 2025 | IJCNN | Co-teaching with Local and Global Information for Weakly Supervised Video Anomaly Detection. | Chen Xu, Chunguo Li, Hongjie Xing |
| 2025 | ISCAS | A Lightweight RISC-V Multi-Core Interaction Framework For Embedded Real-Time Applications. | Yuanyang Xiang, Chen Xu, Yueyue Wang, Weiying Wang, Qingchen Zhai, Kunyu Zong, Ruozhou Xiao, Zhiwei Zhang |
| 2025 | ISCAS | Using Greedy-Enhanced Heuristic to Optimize Instruction Scheduling for RISC-V DS. | Chen Xu, Yuanyang Xiang, Qingchen Zhai, Ruozhou Xiao, Zhiwei Zhang |
| 2025 | ISCAS | Instruction Level Parallelism Optimizations in a High-Performance Dual-Issue RISC-V Processor for Real-Time Control Systems. | Qingchen Zhai, Weiying Wang, Yueyue Wang, Yuanyang Xiang, Chen Xu, Kunyu Zong, Ruozhou Xiao, Zhiwei Zhang |
| 2025 | NAACL | A Federated Framework for LLM-based Recommendation. | Jujia Zhao, Wenjie Wang, Chen Xu, See-Kiong Ng, Tat-Seng Chua |
| 2025 | PRICAI | Prompt Efficient Generation Agent for Skin Lesion Segmentation. | Xinxu Xie, Minghao Kong, Yu Xin, Chen Xu, Shuzi Niu |
| 2025 | SIGIR | Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions. | Jia Chen, Qian Dong, Haitao Li, Xiaohui He, Yan Gao, Shaosheng Cao, Yi Wu, Ping Yang, Chen Xu, Yao Hu, Qingyao Ai, Yiqun Liu |
| 2025 | SIGIR | FairDiverse: A Comprehensive Toolkit for Fairness- and Diversity-aware Information Retrieval. | Chen Xu, Zhirui Deng, Clara Rus, Xiaopeng Ye, Yuanna Liu, Jun Xu, Zhicheng Dou, Ji-Rong Wen, Maarten de Rijke |
| 2025 | SIGIR | Fairness in Information Retrieval from an Economic Perspective. | Chen Xu, Clara Rus, Yuanna Liu, Marleen de Jonge, Jun Xu, Maarten de Rijke |
| 2025 | SIGIR | Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics. | Chen Xu, Jujia Zhao, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua, Maarten de Rijke |
| 2025 | SIGIR | Precise Zero-Shot Pointwise Ranking with LLMs through Post-Aggregated Global Context Information. | Kehan Long, Shasha Li, Chen Xu, Jintao Tang, Ting Wang |
| 2025 | SIGIR | LLM-Empowered Creator Simulation for Long-Term Evaluation of Recommender Systems Under Information Asymmetry. | Xiaopeng Ye, Chen Xu, Zhongxiang Sun, Jun Xu, Gang Wang, Zhenhua Dong, Ji-Rong Wen |
| 2025 | WACV | Discriminative Score Suppression for Weakly Supervised Video Anomaly Detection. | Chen Xu, Chunguo Li, Hongjie Xing |
| 2025 | SIGMOD | Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework. | Kaustubh Beedkar, Aurlien Bertrand, Haralampos Gavriilidis, Augusto Jos Fonseca, Zoi Kaoudi, Mingxi Liu, Volker Markl, Juri Petersen, Fbio Porto, Vctor Ribeiro, Mads Sejer Pedersen, Lucas Giusti Tavares, Michalis Vargiamis, Chen Xu |
| 2025 | SIGMOD | Scheduling Data Processing Pipelines for Incremental Training on MLP-based Recommendation Models. | Zihao Chen, Chenyang Zhang, Chen Xu, Zhao Zhang, Jiaqiang Wang, Weining Qian, Aoying Zhou |
| 2025 | UAI | Collapsing Sequence-Level Data-Policy Coverage via Poisoning Attack in Offline Reinforcement Learning. | Xue Zhou, Dapeng Man, Chen Xu, Fanyi Zeng, Tao Liu, Huan Wang, Shucheng He, Chaoyang Gao, Wu Yang |
| 2025 | WSDM | Unifying Bias and Unfairness in Information Retrieval: New Challenges in the LLM Era. | Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu |
| 2024 | AAAI | Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning. | Tao Liu, Yuhang Zhang, Zhu Feng, Zhiqin Yang, Chen Xu, Dapeng Man, Wu Yang |
| 2024 | ACCV | Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation. | Chen Xu, Qiming Huang, Yuqi Hou, Jiangxing Wu, Fan Zhang, Hyung Jin Chang, Jianbo Jiao |
| 2024 | ACL | Revisiting Interpolation Augmentation for Speech-to-Text Generation. | Chen Xu, Jie Wang, Xiaoqian Liu, Qian Dong, Chunliang Zhang, Tong Xiao, JingBo Zhu, Dapeng Man, Wu Yang |
| 2024 | ADMA | Context-Augmented Contrastive Learning Method for Session-based Recommendation. | Xianlan Sun, Xiangyun Gao, Subin Huang, Haibei Zhu, Chen Xu, Pingfu Chao, Chao Kong |
| 2024 | CIKM | Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach. | Xiaopeng Ye, Chen Xu, Jun Xu, Xuyang Xie, Gang Wang, Zhenhua Dong |
| 2024 | DASFAA | StreamRec: A Recommendation Inference System with CUDA Stream Acceleration. | Yuean Niu, Zhizhen Xu, Yushu Sun, Chen Xu |
| 2024 | DASFAA | Accelerating Synchronous Distributed Data Parallel Training with Small Batch Sizes. | Yushu Sun, Nifei Bi, Chen Xu, Yuean Niu, Hongfu Zhou |
| 2024 | ECCV | BATseg: Boundary-Aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans. | Hongkang Song, Zihui Zhang, Yanpeng Zhou, Jie Hu, Zishuo Wang, Hou Him Chan, Chon Lok Lei, Chen Xu, Yu Xin, Bo Yang |
| 2024 | ECCV | Accelerating Image Generation with Sub-path Linear Approximation Model. | Chen Xu, Tianhui Song, Weixin Feng, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang |
| 2024 | EMNLP | A Study of Implicit Ranking Unfairness in Large Language Models. | Chen Xu, Wenjie Wang, Yuxin Li, Liang Pang, Jun Xu, Tat-Seng Chua |
| 2024 | GLOBECOM | Federated Deep Reinforcement Learning for Aerial Content Caching in Multi-UAV Networks. | Wenfei Yuan, Chen Xu, Xinghuan Xie |
| 2024 | ICASSP | Bridging the Gaps of Both Modality and Language: Synchronous Bilingual CTC for Speech Translation and Speech Recognition. | Chen Xu, Xiaoqian Liu, Erfeng He, Yuhao Zhang, Qianqian Dong, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang |
| 2024 | ICASSP | Soft Alignment of Modality Space for End-to-End Speech Translation. | Yuhao Zhang, Kaiqi Kou, Bei Li, Chen Xu, Chunliang Zhang, Tong Xiao, Jingbo Zhu |
| 2024 | ICDE | Hybrid Evaluation for Occlusion-based Explanations on CNN Inference Queries. | Guangyao Ding, Chen Xu, Weining Qian |
| 2024 | ICLR | PolyVoice: Language Models for Speech to Speech Translation. | Qianqian Dong, Zhiying Huang, Qi Tian, Chen Xu, Tom Ko, Yunlong Zhao, Siyuan Feng, Tang Li, Kexin Wang, Xuxin Cheng, Fengpeng Yue, Ye Bai, Xi Chen, Lu Lu, Zejun Ma, Yuping Wang, Mingxuan Wang, Yuxuan Wang |
| 2024 | ICML | Conformal prediction for multi-dimensional time series by ellipsoidal sets. | Chen Xu, Hanyang Jiang, Yao Xie |
| 2024 | IGARSS | Dual-Branch PolSAR Image Classification Based On Graphmae And Local Feature Extraction. | Yuchen Wang, Ziyi Guo, Haixia Bi, Danfeng Hong, Chen Xu |
| 2024 | IGARSS | LION: Spatiotemporal Data Fusion Model for Nighttime Light. | Chen Xu, Xiaoping Du, Lin Yan, Xiangtao Fan |
| 2024 | IJCAI | Recent Advances in End-to-End Simultaneous Speech Translation. | Xiaoqian Liu, Guoqiang Hu, Yangfan Du, Erfeng He, Yingfeng Luo, Chen Xu, Tong Xiao, Jingbo Zhu |
| 2024 | IGARSS | Diffusion-Based Generative Self-Supervised Model for Few-Shot PolSAR Image Classification. | Kang Liu, Zuzheng Kuang, Shirou Jing, Haixia Bi, Yaochen Li, Chen Xu |
| 2024 | ISNN | Distributed Optimal Consensus Control for Heterogeneous Multi-agent System with Disturbance. | Yiyuan Chai, Sitian Qin, Jiqiang Feng, Chen Xu |
| 2024 | KDD | Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era. | Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu |
| 2024 | WCNC | Spectral Efficiency Analysis for RISs-Aided Wireless-Powered Cell-Free Massive MIMO. | Xiaojiao Yu, Qiang Sun, Xiaomin Chen, Jiayi Zhang, Chen Xu, Yongjie Yang |
| 2024 | WWW | FairSync: Ensuring Amortized Group Exposure in Distributed Recommendation Retrieval. | Chen Xu, Jun Xu, Yiming Ding, Xiao Zhang, Qi Qi |
| 2024 | SIGIR | A Taxation Perspective for Fair Re-ranking. | Chen Xu, Xiaopeng Ye, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua |
| 2024 | SIGMOD | IMBridge: Impedance Mismatch Mitigation between Database Engine and Prediction Query Execution. | Chenyang Zhang, Junxiong Peng, Chen Xu, Quanqing Xu, Chuanhui Yang |
| 2024 | SNPD | Towards intelligent communication: machine learning methods for ACARS signal recognition. | Chen Xu, Yue-Lei Xie |
| 2023 | AAAI | Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data. | Yuhao Zhang, Chen Xu, Bojie Hu, Chunliang Zhang, Tong Xiao, Jingbo Zhu |
| 2023 | AAAI | A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning. | Fangqi Zhu, Jun Gao, Changlong Yu, Wei Wang, Chen Xu, Xin Mu, Min Yang, Ruifeng Xu |
| 2023 | ACL | CTC-based Non-autoregressive Speech Translation. | Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang, Murun Yang, Qianqian Dong, Tom Ko, Mingxuan Wang, Tong Xiao, Anxiang Ma, Jingbo Zhu |
| 2023 | ACL | Bridging the Granularity Gap for Acoustic Modeling. | Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu, Xin Zeng, Tong Xiao, Anxiang Ma, Huizhen Wang, Jingbo Zhu |
| 2023 | ACL | Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation. | Yuchen Han, Chen Xu, Tong Xiao, Jingbo Zhu |
| 2023 | CLOUD | Gdel: Unified Large-Scale Resource Management and Scheduling at ByteDance. | Wu Xiang, Yakun Li, Yuquan Ren, Fan Jiang, Chaohui Xin, Varun Gupta, Chao Xiang, Xinyi Song, Meng Liu, Bing Li, Kaiyang Shao, Chen Xu, Wei Shao, Yuqi Fu, Wilson Wang, Cong Xu, Wei Xu, Caixue Lin, Rui Shi, Yuming Liang |
| 2023 | CVPR | Exploring Data Geometry for Continual Learning. | Zhi Gao, Chen Xu, Feng Li, Yunde Jia, Mehrtash Harandi, Yuwei Wu |
| 2023 | DASFAA | Accelerating Recommendation Inference via GPU Streams. | Yuean Niu, Zhizhen Xu, Chen Xu, Jiaqiang Wang |
| 2023 | DASFAA | Fine-Grained Tuple Transfer for Pipelined Query Execution on CPU-GPU Coprocessor. | Zhenhua Yang, Qingfeng Pan, Chen Xu |
| 2023 | EACL | Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation. | Haoran Yang, Yan Wang, Piji Li, Wei Bi, Wai Lam, Chen Xu |
| 2023 | EMNLP | Rethinking and Improving Multi-task Learning for End-to-end Speech Translation. | Yuhao Zhang, Chen Xu, Bei Li, Hao Chen, Tong Xiao, Chunliang Zhang, Jingbo Zhu |
| 2023 | GLOBECOM | Real-Time Traffic Based Air-Ground Cooperation for Vehicular Data Collection Using DRL Approach. | Xinghuan Xie, Chen Xu, Zhanpeng Zhang, Wenfei Yuan |
| 2023 | ICANN | WAG-NAT: Window Attention and Generator Based Non-Autoregressive Transformer for Time Series Forecasting. | Yibin Chen, Yawen Li, Ailan Xu, Qiang Sun, Xiaomin Chen, Chen Xu |
| 2023 | ICASSP | Matrix Recovery using Deep Generative Priors with Low-Rank Deviations. | Pengbin Yu, Jianjun Wang, Chen Xu |
| 2023 | ICML | Sequential Predictive Conformal Inference for Time Series. | Chen Xu, Yao Xie |
| 2023 | IJCAI | Recent Advances in Direct Speech-to-text Translation. | Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu |
| 2023 | Interspeech | Information Magnitude Based Dynamic Sub-sampling for Speech-to-text. | Yuhao Zhang, Chenghao Gao, Kaiqi Kou, Chen Xu, Tong Xiao, Jingbo Zhu |
| 2023 | PPoPP | Elastic Averaging for Efficient Pipelined DNN Training. | Zihao Chen, Chen Xu, Weining Qian, Aoying Zhou |
| 2023 | RecSys | Uncovering ChatGPT's Capabilities in Recommender Systems. | Sunhao Dai, Ninglu Shao, Haiyuan Zhao, Weijie Yu, Zihua Si, Chen Xu, Zhongxiang Sun, Xiao Zhang, Jun Xu |
| 2023 | WWW | P-MMF: Provider Max-min Fairness Re-ranking in Recommender System. | Chen Xu, Sirui Chen, Jun Xu, Weiran Shen, Xiao Zhang, Gang Wang, Zhenhua Dong |
| 2022 | APWEB | ACF2: Accelerating Checkpoint-Free Failure Recovery for Distributed Graph Processing. | Chen Xu, Yi Yang, Qingfeng Pan, Hongfu Zhou |
| 2022 | APWEB | Demonstration on Unblocking Checkpoint for Fault-Tolerance in Pregel-Like Systems. | Zhenhua Yang, Yi Yang, Chen Xu |
| 2022 | CIKM | Dually Enhanced Propensity Score Estimation in Sequential Recommendation. | Chen Xu, Jun Xu, Xu Chen, Zhenhua Dong, Ji-Rong Wen |
| 2022 | COLING | Semantic Sentence Matching via Interacting Syntax Graphs. | Chen Xu, Jun Xu, Zhenhua Dong, Ji-Rong Wen |
| 2022 | CVPR | Learnable Irrelevant Modality Dropout for Multimodal Action Recognition on Modality-Specific Annotated Videos. | Saghir Alfasly, Jian Lu, Chen Xu, Yuru Zou |
| 2022 | DASFAA | Efficient Matrix Computation for SGD-Based Algorithms on Apache Spark. | Baokun Han, Zihao Chen, Chen Xu, Aoying Zhou |
| 2022 | IGARSS | Cloud-Based Parallel Tiling Algorithm for Large Scale Remote Sensing Datasets. | Chen Xu, Xiaoping Du, Zhenzhen Yan, Xiangtao Fan |
| 2022 | SIGIR | COSPLAY: Concept Set Guided Personalized Dialogue Generation Across Both Party Personas. | Chen Xu, Piji Li, Wei Wang, Haoran Yang, Siyun Wang, Chuangbai Xiao |
| 2022 | SIGMOD | Redundancy Elimination in Distributed Matrix Computation. | Zihao Chen, Baokun Han, Chen Xu, Weining Qian, Aoying Zhou |
| 2021 | AAAI | Change or Not: A Simple Approach for Plug and Play Language Models on Sentiment Control. | Chen Xu, Jianyu Zhao, Rang Li, Changjian Hu, Chuangbai Xiao |
| 2021 | ACL | Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. | Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu |
| 2021 | CIKM | Beamer: An End-to-End Deep Learning Framework for Unifying Data Cleaning in DNN Model Training and Inference. | Nifei Bi, Xiansen Chen, Chen Xu, Aoying Zhou |
| 2021 | DASFAA | Loupe: A Visualization Tool for High-Level Execution Plans in SystemDS. | Zhizhen Xu, Zihao Chen, Chen Xu |
| 2021 | ICML | Conformal prediction interval for dynamic time-series. | Chen Xu, Yao Xie |
| 2021 | ISCAS | A Gm-Compensated 46-101 GHz Broadband Power Amplifier for High-Resolution FMCW Radars. | Dong Wang, Zhengkun Shen, Xiaolei Su, Zexue Liu, Yi Tan, Chen Xu, Junhua Liu, Huailin Liao |
| 2021 | ISCAS | A Hybrid Digital Transmitter Architecture for High- Efficiency and High-Speed Applications. | Chen Xu, Xiaolei Su, Zhengkun Shen, Dong Wang, Yi Tan, Zexue Liu, Hailong Jiao, Junhua Liu, Huailin Liao |
| 2021 | PIMRC | A Kalman-based Autoencoder Framework for End-to-End Communication Systems. | Bin Hu, Jian Wang, Chen Xu, Gongzheng Zhang, Rong Li |
| 2021 | PIMRC | Smart Scheduling Based on Deep Reinforcement Learning for Cellular Networks. | Jian Wang, Chen Xu, Rong Li, Yiqun Ge, Jun Wang |
| 2021 | WCNC | MEC in NOMA-HetNets: A Joint Task Offloading and Resource Allocation Approach. | Guangyuan Zheng, Chen Xu, Hao Long, Xiongwen Zhao |
| 2021 | SIGMOD | Hybrid Evaluation for Distributed Iterative Matrix Computation. | Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou |
| 2021 | WISE | Exploiting Unblocking Checkpoint for Fault-Tolerance in Pregel-Like Systems. | Yi Yang, Zhenhua Yang, Chen Xu |
| 2020 | AAAI | Robust Gradient-Based Markov Subsampling. | Tieliang Gong, Quanhan Xi, Chen Xu |
| 2020 | APWEB | Euge: Effective Utilization of GPU Resources for Serving DNN-Based Video Analysis. | Qihang Chen, Guangyao Ding, Chen Xu, Weining Qian, Aoying Zhou |
| 2020 | COLING | Dynamic Curriculum Learning for Low-Resource Neural Machine Translation. | Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu |
| 2020 | EMNLP | Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains. | Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen |
| 2020 | HiPC | AMCilk: A Framework for Multiprogrammed Parallel Workloads. | Zhe Wang, Chen Xu, Kunal Agrawal, Jing Li |
| 2020 | ICA3PP | Blockchain-Based Secure and Privacy-Preserving Clinical Data Sharing and Integration. | Hao Jin, Chen Xu, Yan Luo, Peilong Li |
| 2020 | ICSE | Identifying compatibility-related APIs by exploring biased distribution in Android apps. | Chen Xu, Yan Xiong, Wenchao Huang, Zhaoyi Meng, Fuyou Miao, Cheng Su, Guangshuai Mo |
| 2020 | KDD | Privileged Features Distillation at Taobao Recommendations. | Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Fei Sun, Jian Wu, Hanxiao Sun, Wenwu Ou |
| 2020 | VTC | Generative Adversarial Method Considering Communication Transmission Distortion for Neural Network Codec. | Xiaolong Zheng, Chuanchuan Yang, Jiqiang Feng, Chen Xu, Ziyu Wang |
| 2020 | WCNC | Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning. | Chen Xu, Jian Wang, Tianhang Yu, Chuili Kong, Yourui Huangfu, Rong Li, Yiqun Ge, Jun Wang |
| 2020 | WCNC | Joint User Association and Resource Allocation for NOMA-Based MEC: A Matching-Coalition Approach. | Guangyuan Zheng, Chen Xu, Liangrui Tang |
| 2019 | GLOBECOM | Realistic Channel Models Pre-Training. | Yourui Huangfu, Jian Wang, Chen Xu, Rong Li, Yiqun Ge, Xianbin Wang, Huazi Zhang, Jun Wang |
| 2019 | HCI | Intelligent Service System Design of Food Therapy Experience into Chronic Disease. | Yan Zhang, Jun Wu, Chen Xu, Ming Zhou |
| 2019 | ICCV | PR Product: A Substitute for Inner Product in Neural Networks. | Zhennan Wang, Wenbin Zou, Chen Xu |
| 2019 | ICNP | Network Intrusion Detection System as a Service on OpenStack Cloud. | Chen Xu, Ruipeng Zhang, Mengjun Xie, Li Yang |
| 2019 | ICNP | Powering Hands-on Cybersecurity Practices with Cloud Computing. | Ruipeng Zhang, Chen Xu, Mengjun Xie |
| 2019 | ICPADS | Toward Secure, Privacy-Preserving, and Interoperable Medical Data Sharing via Blockchain. | Hao Jin, Chen Xu, Yan Luo, Peilong Li, Yu Cao, Jomol Mathew |
| 2019 | IM | AMIS: Programmable Privacy-Preserving Network Measurement for Analysis and Troubleshooting. | Xiaoban Wu, Chen Xu, Yan Luo, Cody Bumgardner, Gabriel Ghinita, Michael McGarry |
| 2019 | IWCMC | Low-Complexity Cross-Layer Resource Allocation for Low-Latency D2D-Based Relay Networks. | Yahui Wang, Chen Xu, Yanhua He, Zhenyu Zhou |
| 2019 | PIMRC | Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models. | Yourui Huangfu, Jian Wang, Rong Li, Chen Xu, Xianbin Wang, Huazi Zhang, Jun Wang |
| 2018 | GLOBECOM | A Low-Latency and Massive-Connectivity Vehicular Fog Computing Framework for 5G. | Chen Xu, Yahui Wang, Zhenyu Zhou, Bo Gu, Valerio Frascolla, Shahid Mumtaz |
| 2018 | ICLR | Alternating Multi-bit Quantization for Recurrent Neural Networks. | Chen Xu, Jianqiang Yao, Zhouchen Lin, Wenwu Ou, Yuanbin Cao, Zhirong Wang, Hongbin Zha |
| 2018 | NOMS | EQuery: Enable event-driven declarative queries in programmable network measurement. | Yongyi Ran, Xiaoban Wu, Peilong Li, Chen Xu, Yan Luo, Liang-Min Wang |
| 2018 | PIMRC | Contract-Based Resource Allocation for Low-Latency Vehicular Fog Computing. | Yahui Wang, Chen Xu, Zhenyu Zhou, Haris Pervaiz, Shahid Mumtaz |
| 2018 | VTC | Investigation of Polarization Weight -an Efficient Construction for Polar Codes. | Ying Chen, Gongzheng Zhang, Rong Li, Xiaocheng Liu, Hejia Luo, Huazi Zhang, Chen Xu, Jian Wang, Jun Wang, Yue Zhou |
| 2018 | VTC | Autonomous Power Line Inspection Based on Industrial Unmanned Aerial Vehicles: An Energy Efficiency Perspective. | Zhenyu Zhou, Fei Xiong, Chen Xu, Zheng Chang, Shahid Mumtaz, Jonathan Rodriguez |
| 2018 | WCNC | Socially-aware content delivery for device-to-device communications underlay cellular networks. | Yun Hu, Zheng Chang, Zhenyu Zhou, Chen Xu, Tapani Ristaniemi |
| 2018 | WCNC | Energy-efficient workload offloading and power control in vehicular edge computing. | Zhenyu Zhou, Pengju Liu, Zheng Chang, Chen Xu, Yan Zhang |
| 2017 | AAAI | A Unified Convex Surrogate for the Schatten- | Chen Xu, Zhouchen Lin, Hongbin Zha |
| 2017 | CHASE | CareNet: Building Regulation-Compliant Home-Based Healthcare Services with Software-Defined Infrastructure. | Peilong Li, Chen Xu, Yan Luo, Yu Cao, Jomol Mathew, Yunsheng Ma |
| 2017 | GLOBECOM | Two-Stage Matching for Energy-Efficient Resource Management in D2D Cooperative Relay Communications. | Chen Xu, Junhao Feng, Zhenyu Zhou, Zheng Chang, Zhu Han, Shahid Mumtaz |
| 2017 | GLOBECOM | Reliable Content Dissemination in Internet of Vehicles Using Social Big Data. | Zhenyu Zhou, Caixia Gao, Chen Xu, Yan Zhang, Di Zhang |
| 2017 | ICIP | Focus prior estimation for salient object detection. | Xiaoli Sun, Xiujun Zhang, Wenbin Zou, Chen Xu |
| 2017 | IECON | Adaptive control for MMC-SAPF with balanced and unbalanced PCC voltage. | Chengjing Li, Ke Dai, Derong Lin, Chen Xu, Ziwei Dai |
| 2017 | IECON | A design method of hybrid modular multilevel converter with negative output generated by FBSM. | Yizhe Lin, Lei Lin, Chen Xu, Jiabing Hu |
| 2016 | AAAI | Relaxed Majorization-Minimization for Non-Smooth and Non-Convex Optimization. | Chen Xu, Zhouchen Lin, Zhenyu Zhao, Hongbin Zha |
| 2016 | DASFAA | Entity Matching Across Multiple Heterogeneous Data Sources. | Chao Kong, Ming Gao, Chen Xu, Weining Qian, Aoying Zhou |
| 2016 | ICDE | Efficient fault-tolerance for iterative graph processing on distributed dataflow systems. | Chen Xu, Markus Holzemer, Manohar Kaul, Volker Markl |
| 2016 | IJCNN | Block kernel Nonnegative Matrix Factorization and its application to Face Recognition. | Wensheng Chen, Yugao Li, Binbin Pan, Chen Xu |
| 2016 | ISPEC | Homomorphically Encrypted Arithmetic Operations Over the Integer Ring. | Chen Xu, Jingwei Chen, Wenyuan Wu, Yong Feng |
| 2016 | VTC | A Game-Theoretical Approach for Green Power Allocation in Energy-Harvesting Device-to-Device Communications. | Zhenyu Zhou, Guifang Ma, Chen Xu, Zheng Chang |
| 2015 | CIS | Nonlinear Nonnegative Matrix Factorization Based on Discriminant Analysis with Application to Face Recognition. | Wensheng Chen, Yang Zhao, Binbin Pan, Chen Xu |
| 2015 | CIS | Saliency Detection via Nonconvex Regularization Based Matrix Decomposition. | Zhixiang He, Xiaoli Sun, Xiujun Zhang, Chen Xu |
| 2015 | GLOBECOM | MU-MIMO Resource Optimization for Device-to-Device Underlay Downlink Cellular Networks. | Chen Xu, Lingyang Song, Yingjun Angela Zhang |
| 2015 | SIGMOD | Optimistic Recovery for Iterative Dataflows in Action. | Sergey Dudoladov, Chen Xu, Sebastian Schelter, Asterios Katsifodimos, Stephan Ewen, Kostas Tzoumas, Volker Markl |
| 2015 | UIC | A Job-Shop Scheduling Model with Real-Time Feedback for Physical Internet-Based Manufacturing Shopfloor. | Ray Y. Zhong, Chen Xu |
| 2014 | CIS | Convergence Analysis of Swarm Intelligence Based on Fuzzy Random Variables. | Jiqiang Feng, Chen Xu, Weiqiang Zhang |
| 2014 | CIS | Variational Image Decomposition in Shearlet Smoothness Spaces. | Min Li, Xiaoli Sun, Chen Xu |
| 2014 | CIS | Nonlocal Diffusion Tensor for Visual Saliency Detection. | Xiujun Zhang, Chen Xu, Min Li |
| 2014 | ICDE | AQUAS: A quality-aware scheduler for NoSQL data stores. | Chen Xu, Fan Xia, Mohamed A. Sharaf, Minqi Zhou, Aoying Zhou |
| 2014 | ICIP | L1-norm global geometric consistency for partial-duplicate image retrieval. | Yang Lin, Chen Xu, Li Yang, Zhouchen Lin, Hongbin Zha |
| 2014 | WISE | Common Neighbor Query-Friendly Triangulation-Based Large-Scale Graph Compression. | Liang Zhang, Chen Xu, Weining Qian, Aoying Zhou |
| 2014 | SmartComp | A MAP estimation based segmentation model for speckled images. | Yu Han, George Baciu, Chen Xu |
| 2013 | APWEB | Workload-Aware Cache for Social Media Data. | Jinxian Wei, Fan Xia, Chaofeng Sha, Chen Xu, Xiaofeng He, Aoying Zhou |
| 2013 | CIS | L1/2 Regularization Based Low-Rank Image Segmentation Model. | Xiujun Zhang, Chen Xu |
| 2013 | DASFAA | Adaptive Query Scheduling in Key-Value Data Stores. | Chen Xu, Mohamed A. Sharaf, Minqi Zhou, Aoying Zhou, Xiaofang Zhou |
| 2013 | DASFAA | Detecting User Preference on Microblog. | Chen Xu, Minqi Zhou, Feng Chen, Aoying Zhou |
| 2013 | W2GIS | A High Performance Web-Based System for Analyzing and Visualizing Spatiotemporal Data for Climate Studies. | Zhenglong Li, Chaowei Yang, Min Sun, Jing Li, Chen Xu, Qunying Huang, Kai Liu |
| 2012 | CIKM | Finding the silver lining for data freshness on the cloud: [extended abstract]. | Mohamed A. Sharaf, Chen Xu, Xiaofang Zhou |
| 2012 | GLOBECOM | Resource allocation using a reverse iterative combinatorial auction for device-to-device underlay cellular networks. | Chen Xu, Lingyang Song, Zhu Han, Dou Li, Bingli Jiao |
| 2011 | CIS | The Multispectral Image Edge Detection Based on Clifford Gradient. | Hui Liu, Chen Xu, Wenming Cao |
| 2011 | CIS | The Iterative Regularization Method Based on Image Decomposition Model. | Min Li, Chen Xu, Xiaoli Sun, Weiqiang Zhang |
| 2011 | CIS | Global Synchronization of Hybrid Coupled Neural Networks with Time-varying Delay. | Xuefei Wu, Chen Xu |
| 2011 | CIS | A secondary image denoising model based on the local energy operator. | Chen Xu, Xiaoli Sun, Min Li |
| 2011 | DASFAA | Optimized Data Placement for Column-Oriented Data Store in the Distributed Environment. | Minqi Zhou, Chen Xu |
| 2011 | ISADS | Design of a Robot Cloud Center. | Zhihui Du, Weiqiang Yang, Yinong Chen, Xin Sun, Xiaoying Wang, Chen Xu |
| 2010 | ICNC | Intelligent computation based network path situation assessment scheme. | Gongan Qiu, Guoan Zhang, Chen Xu |
| 2009 | CIS | A New Population Diversity Model in Intelligence Optimization Algorithms. | Jiqiang Feng, Weixin Xie, Chen Xu |
| 2009 | CIS | Image Denoising and Inpainting Model Based on Taylor Expansion. | Xiaoli Sun, Chen Xu |
| 2009 | CIS | Adaptive Synchronization Between Hyperchaotic Lorenz System and Chen System. | Chen Xu, Jianwen Feng, Francis R. Austin, Weiqiang Zhang |
| 2007 | CIS | A Period-Finding Method for Shor's Algorithm. | Weiqiang Zhang, Chen Xu, Feipeng Li, Jiqiang Feng |
| 2006 | ISCAS | A single chip micro-DNA-array system based on CMOS image sensor technology. | Yijin Wang, Ming Hsing, Chen Xu, Jiong Li, Mansun Chan |
| 2006 | SIGGRAPH | Synthesis of material drying history: phenomenon modeling, transferring and rendering. | Jianye Lu, Athinodoros S. Georghiades, Holly E. Rushmeier, Julie Dorsey, Chen Xu |
| 2005 | CIS | A New Approach for Regression: Visual Regression Approach. | Deyu Meng, Chen Xu, Wenfeng Jing |
| 2005 | CIS | A Digital Watermarking Technique Based on Wavelet Packages. | Chen Xu, Weiqiang Zhang, Francis R. Austin |
| 2005 | ICNC | Double Synaptic Weight Neuron Theory and Its Application. | Shoujue Wang, Chen Xu, Hong Qin, Weijun Li, Bian Yi |
| 2004 | SEFM | Path-Oriented Test Data Generation Using Symbolic Execution and Constraint Solving Techniques. | Jian Zhang, Chen Xu, Xiaoliang Wang |
| 2003 | IJCNN | Biomimetic (topological) pattern recognition - a new model of pattern recognition theory and its application. | Shoujue Wang, Chen Xu |
| 2001 | COMPSAC | Automatic Generation of Database Instances for White-box Testing. | Jian Zhang, Chen Xu, Shing-Chi Cheung |