| 2026 | ACL | EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing. | Sicheng Lyu, Yu Gu, Xinyu Wang, Jerry Huang, Sitao Luan, Yufei Cui, Xiao-Wen Chang, Peng Lu |
| 2026 | ACL | MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers. | Linrui Ma, Chun Hei Lo, Xinyu Wang, Peng Lu, Xihao Yuan, Hanting Chen, Kai Han, Xinghao Chen, Chengjun Zhan, Hanlin Xu, Yichun Yin, Lifeng Shang, Feng Wen, Boxing Chen, Yufei Cui |
| 2026 | ACL | MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application. | Xueqing Peng, Lingfei Qian, Yan Wang, Ruoyu Xiang, Yueru He, Yang Ren, Mingyang Jiang, Vincent Jim Zhang, Yuqing Guo, Jeff Zhao, Huan He, Yi Han, Yun Feng, Yuechen Jiang, Yupeng Cao, Haohang Li, Yangyang Yu, Xiaoyu Wang, Penglei Gao, Shengyuan Lin, Keyi Wang, Shanshan Yang, Yilun Zhao, Zhiwei Liu, Peng Lu, Jerry Huang, Suyuchen Wang, Triantafillos Papadopoulos, Polydoros Giannouris, Efstathia Soufleri, Nuo Chen, Zhiyang Deng, Heming Fu, Yijia Zhao, Mingquan Lin, Meikang Qiu, Kaleb E. Smith, Arman Cohan, Xiao-Yang Liu, Jimin Huang, Guojun Xiong, Alejandro Lopez-Lira, Xi Chen, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou, Qianqian Xie |
| 2026 | EACL | Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning. | Jerry Huang, Peng Lu, Qiuhao Zeng, Yusuke Iwasawa, Yutaka Matsuo, Sarath Chandar, Edison Marrese-Taylor, Irene Li |
| 2026 | ICDE | City-Wide Origin-Destination Matrix Generation via Cascaded Graph Denoising Diffusion. | Can Rong, Jingtao Ding, Zhicheng Liu, Peng Lu, Yong Li |
| 2026 | IWQoS | FedCod: An Efficient Coded Communication Protocol for Cross-Silo Federated Learning. | Peishen Yan, Jun Li, Hao Wang, Yang Hua, Tao Song, Peng Lu, Haibing Guan |
| 2026 | PAKDD | R | Hanwei Wu, Qingchen Hu, Zhenghan Tai, Jingrui Tian, Lei Ding, Jijun Chi, Hailin He, Tung Sum Thomas Kwok, Yufei Cui, Sicheng Lyu, Muzhi Li, Mingze Li, Xinyue Yu, Ling Zhou, Peng Lu, Xinyu Wang |
| 2026 | WWW | When Agents Trade: Live Multi-Market Trading Arena for LLM Agents. | Lingfei Qian, Xueqing Peng, Hanley Smith, Yi Han, Yueru He, Haohang Li, Yupeng Cao, Yangyang Yu, Guojun Xiong, Peng Lu, Yan Wang, Vincent Jim Zhang, Huan He, Alejandro Lopez-Lira, Jimin Huang, Jian-Yun Nie, Sophia Ananiadou |
| 2026 | WWW | VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering. | Zhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu, Muzhi Li, Yihong Wu, Liheng Ma, Jerry Huang, Jiayi Zhang, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, Zeyu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang |
| 2025 | AAAI | Novel View Synthesis Under Large-Deviation Viewpoint for Autonomous Driving. | Xin Ma, Jiguang Zhang, Peng Lu, Shibiao Xu, Chengwei Pan |
| 2025 | ADMA | Federated Spatio-Temporal Attention for Time Series Anomaly Detection. | Weicheng Wang, Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu |
| 2025 | CIKM | FinSage: A Multi-aspect RAG System for Financial Filings Question Answering. | Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Hailin He, Zhuhong Li, Yuchen Hua, Muzhi Li, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Fengran Mo, Yufei Cui, Ling Zhou |
| 2025 | CVPR | Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding. | Zhaoran Zhao, Peng Lu, Anran Zhang, Peipei Li, Xia Li, Xuannan Liu, Yang Hu, Shiyi Chen, Liwei Wang, Wenhao Guo |
| 2025 | ECAI | An Interpretable Quantum-Inspired Model for Multi-Task Natural Language Understanding. | Peng Lu, Jerry Huang, Xinyu Wang, Philippe Langlais |
| 2025 | ECAI | PoT-PTQ: Two-Step Power-of-Two Post-Training for LLMs. | Xinyu Wang, Vahid Partovi Nia, Peng Lu, Jerry Huang, Xiao-Wen Chang, Boxing Chen, Yufei Cui |
| 2025 | ICCV | DEIO: Deep Event Inertial Odometry. | Weipeng Guan, Fuling Lin, Peiyu Chen, Peng Lu |
| 2025 | ICLR | ZETA: Leveraging Z-order Curves for Efficient Top-k Attention. | Qiuhao Zeng, Jerry Huang, Peng Lu, Gezheng Xu, Boxing Chen, Charles Ling, Boyu Wang |
| 2025 | ICML | Calibrated Language Models and How to Find Them with Label Smoothing. | Jerry Huang, Peng Lu, Qiuhao Zeng |
| 2025 | IROS | Like Playing a Video Game: Spatial-Temporal Optimization of Foot Trajectories for Controlled Football Kicking in Bipedal Robots. | Wanyue Li, Ji Ma, Minghao Lu, Peng Lu |
| 2025 | IROS | Numerical Optimization-based Kinematics with Pose Tracking Control for Continuum Robots. | Rui Peng, Ping Deng, Duo Tang, Peng Lu |
| 2025 | ICRA | RM-Planner: Integrating Reinforcement Learning with Whole-Body Model Predictive Control for Mobile Manipulation. | Zixuan Zhuang, Le Zheng, Wanyue Li, Renming Liu, Peng Lu, Hui Cheng |
| 2025 | IFM | Auto-Generating Visual Editors for Formal Logics with Blockly. | Angelo Ferrando, Peng Lu, Vadim Malvone |
| 2025 | NAACL | ReGLA: Refining Gated Linear Attention. | Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Boxing Chen, Philippe Langlais |
| 2025 | VTC | Resource Allocation for RIS-ISAC Internet of Vehicles based on LSTM-DDPG. | Xintong Li, Xuanhui Liu, Chenyi Liang, Peng Lu, Yifeng Zhao, Lianfen Huang |
| 2025 | WSC | AI-Empowered Data-Driven Agent-Based Modeling and Simulation: Challenges, Methodologies, and Future Perspectives. | Bhakti S. Onggo, Zhou He, Peng Lu, Quan Bai, Yuxuan Hu |
| 2025 | WISE | Controllable Structured Data Generation and Augmentation Mechanism for Power Grid Applications. | Yuteng Huang, Yuqing Xie, Xiaoke Xu, Huihang Lai, Enquan Ge, Peng Lu |
| 2024 | ACL | Resonance RoPE: Improving Context Length Generalization of Large Language Models. | Suyuchen Wang, Ivan Kobyzev, Peng Lu, Mehdi Rezagholizadeh, Bang Liu |
| 2024 | CVPR | RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation. | Peng Lu, Tao Jiang, Yining Li, Xiangtai Li, Kai Chen, Wenming Yang |
| 2024 | EMNLP | Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity. | Michael R. Metel, Peng Lu, Boxing Chen, Mehdi Rezagholizadeh, Ivan Kobyzev |
| 2024 | ICASSP | COLORFLOW: A Conditional Normalizing Flow for Image Colorization. | Wang Yin, Peng Lu, Xujun Peng |
| 2024 | ICDE | In Situ Neural Relational Schema Matcher. | Xingyu Du, Gongsheng Yuan, Sai Wu, Gang Chen, Peng Lu |
| 2024 | ICML | VinT-6D: A Large-Scale Object-in-hand Dataset from Vision, Touch and Proprioception. | Zhaoliang Wan, Yonggen Ling, Senlin Yi, Lu Qi, Wang Wei Lee, Minglei Lu, Sicheng Yang, Xiao Teng, Peng Lu, Xu Yang, Ming-Hsuan Yang, Hui Cheng |
| 2024 | ICRA | Thermoformed electronic skins for conformal tactile sensor arrays. | Peng Lu, Jiaming Liang, Bidan Huang, Sicheng Yang, Wang Wei Lee |
| 2024 | IROS | TRX-Hand5: An Anthropomorphic Hand with Integrated Tactile Feedback for Grasping and Manipulation in Human Environments. | Sicheng Yang, Wang Wei Lee, Zhong Zhang, Youda Xiong, Jiaming Liang, Peng Lu, Yonghui Zhu, Tianliang Liu, Jingchen Li, Rui Wang, Xiong Li, Yu Zheng |
| 2024 | NSDI | Empower Programmable Pipeline for Advanced Stateful Packet Processing. | Yong Feng, Zhikang Chen, Haoyu Song, Yinchao Zhang, Hanyi Zhou, Ruoyu Sun, Wenkuo Dong, Peng Lu, Shuxin Liu, Chuwen Zhang, Yang Xu, Bin Liu |
| 2024 | SMC | Fed-BRMC: Byzantine-Robust Federated Learning via Dual-Model Contrastive Detection. | Xiaoyun Gan, Peng Lu, Shanyu Gan, Youqian Xian, Kaichen Peng, Peng Liu, Dongcheng Li |
| 2023 | ACL | LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization. | Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Philippe Langlais |
| 2023 | EACL | Do we need Label Regularization to Fine-tune Pre-trained Language Models? | Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Pascal Poupart, Ali Ghodsi |
| 2023 | EMNLP | Efficient Classification of Long Documents via State-Space Models. | Peng Lu, Suyuchen Wang, Mehdi Rezagholizadeh, Bang Liu, Ivan Kobyzev |
| 2023 | ICIP | Learning to Draw Through A Multi-Stage Environment Model Based Reinforcement Learning. | Ji Qiu, Peng Lu, Xujun Peng |
| 2023 | MMM | RLSCNet: A Residual Line-Shaped Convolutional Network for Vanishing Point Detection. | Wei Wang, Peng Lu, Xujun Peng, Wang Yin, Zhaoran Zhao |
| 2023 | WISE | Fast Text Comparison Based on ElasticSearch and Dynamic Programming. | Pengcheng Xiao, Peng Lu, Chunqi Luo, Zhousen Zhu, Xuehua Liao |
| 2022 | ADMA | Using the Strongest Adversarial Example to Alleviate Robust Overfitting. | Ce Xu, Xiu Tang, Peng Lu |
| 2022 | APWEB | TraVL: Transferring Pre-trained Visual-Linguistic Models for Cross-Lingual Image Captioning. | Zhebin Zhang, Peng Lu, Dawei Jiang, Gang Chen |
| 2022 | CSCWD | An Effective Point Cloud Classification Method Based on Improved Non-local Neural Networks. | Yanan Song, Xianfei Liu, Weiming Shen, Yiping Gao, Xianke Zhou, Peng Lu |
| 2022 | DATE | Accurate Probabilistic Miss Ratio Curve Approximation for Adaptive Cache Allocation in Block Storage Systems. | Rongshang Li, Yingtian Tang, Qiquan Shi, Hui Mao, Lei Chen, Jikun Jin, Peng Lu, Zhuo Cheng |
| 2022 | EMNLP | Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging. | Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais |
| 2022 | IROS | Monocular Event Visual Inertial Odometry based on Event-corner using Sliding Windows Graph-based Optimization. | Weipeng Guan, Peng Lu |
| 2021 | EMNLP | RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation. | Peng Lu, Abbas Ghaddar, Ahmad Rashid, Mehdi Rezagholizadeh, Ali Ghodsi, Philippe Langlais |
| 2021 | IROS | A Motion decoupled Aerial Robotic Manipulator for Better Inspection. | Rui Peng, Xianda Chen, Peng Lu |
| 2020 | FPGA | INTB: A New FPGA Interconnect Model for Architecture Exploration. | Chengyu Hu, Qinghua Duan, Peng Lu, Wei Liu, Jian Wang, Jinmei Lai |
| 2020 | ICRA | Training-Set Distillation for Real-Time UAV Object Tracking. | Fan Li, Changhong Fu, Fuling Lin, Yiming Li, Peng Lu |
| 2020 | IROS | Learning Consistency Pursued Correlation Filters for Real-Time UAV Tracking. | Changhong Fu, Xiaoxiao Yang, Fan Li, Juntao Xu, Changjing Liu, Peng Lu |
| 2020 | IROS | Computationally Efficient Obstacle Avoidance Trajectory Planner for UAVs Based on Heuristic Angular Search Method. | Han Chen, Peng Lu |
| 2020 | IROS | Towards Robust Visual Tracking for Unmanned Aerial Vehicle with Tri-Attentional Correlation Filters. | Yujie He, Changhong Fu, Fuling Lin, Yiming Li, Peng Lu |
| 2019 | ICCV | Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking. | Ziyuan Huang, Changhong Fu, Yiming Li, Fuling Lin, Peng Lu |
| 2019 | IROS | Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification. | Changhong Fu, Ziyuan Huang, Yiming Li, Ran Duan, Peng Lu |
| 2019 | IROS | Adaptive Unscented Kalman Filter-based Disturbance Rejection With Application to High Precision Hydraulic Robotic Control. | Peng Lu, Timothy Sandy, Jonas Buchli |
| 2019 | NAACL | SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling. | Peng Lu, Ting Bai, Philippe Langlais |
| 2019 | SEKE | LAD: A Layout Anomaly Detector for Android Applications. | Cheng-Zen Yang, Chih-Ju Lai, Peng Lu, Zhi-Jun You |
| 2018 | COMPSAC | Exploration Scheduling for Replay Events in GUI Testing on Android Apps. | Chia-Hui Lin, Cheng-Zen Yang, Peng Lu, Tzu-Heng Lin, Zhi-Jun You |
| 2018 | ICASSP | Variational Bayes Sub-Group Adaptive Sparse Component Extraction for Diagnostic Imaging System. | Bin Gao, Peng Lu, Wai Lok Woo, Gui Yun Tian |
| 2018 | ICIP | Sobel Heuristic Kernel for Aerial Semantic Segmentation. | Tao Hu, Yao Wang, Yisong Chen, Peng Lu, Heng Wang, Guoping Wang |
| 2018 | ICPR | Deep Conditional Color Harmony Model for Image Aesthetic Assessment. | Peng Lu, Jinbei Yu, Xujun Peng |
| 2018 | IROS | PAMPC: Perception-Aware Model Predictive Control for Quadrotors. | Davide Falanga, Philipp Foehn, Peng Lu, Davide Scaramuzza |
| 2015 | IROS | Active fault-tolerant control for quadrotors subjected to a complete rotor failure. | Peng Lu, Erik-Jan van Kampen |
| 2014 | ACCV | Discovering Harmony: A Hierarchical Colour Harmony Model for Aesthetics Assessment. | Peng Lu, Zhijie Kuang, Xujun Peng, Ruifan Li |
| 2014 | ACCV | Object Ranking on Deformable Part Models with Bagged LambdaMART. | Chaobo Sun, Xiaojie Wang, Peng Lu |
| 2014 | CloudCom | Local Resource Shaper for MapReduce. | Peng Lu, Young Choon Lee, Vincent Gramoli, Luke M. Leslie, Albert Y. Zomaya |
| 2013 | CCGRID | Non-intrusive Slot Layering in Hadoop. | Peng Lu, Young Choon Lee, Albert Y. Zomaya |
| 2013 | EuroPar | Adaptive Live Migration to Improve Load Balancing in Virtual Machine Environment. | Peng Lu, Antonio Barbalace, Roberto Palmieri, Binoy Ravindran |
| 2013 | ICDE | An efficient and compact indexing scheme for large-scale data store. | Peng Lu, Sai Wu, Lidan Shou, Kian-Lee Tan |
| 2013 | ICIP | Synthesized disparity vectors for 3D video coding. | Yin Zhao, Yichen Zhang, Peng Lu, Lu Yu |
| 2013 | SYSTOR | HSG-LM: hybrid-copy speculative guest OS live migration without hypervisor. | Peng Lu, Antonio Barbalace, Binoy Ravindran |
| 2012 | ICDE | BestPeer++: A Peer-to-Peer Based Large-Scale Data Processing Platform. | Gang Chen, Tianlei Hu, Dawei Jiang, Peng Lu, Kian-Lee Tan, Hoang Tam Vo, Sai Wu |
| 2012 | ICPADS | Workload Characteristic Oriented Scheduler for MapReduce. | Peng Lu, Young Choon Lee, Chen Wang, Bing Bing Zhou, Junliang Chen, Albert Y. Zomaya |
| 2012 | ICPADS | Privacy-Aware Multi-Keyword Top-k Search over Untrust Data Cloud. | Peng Lu, Jiadi Yu, Xin Dong, Guangtao Xue, Minglu Li |
| 2012 | SBAC-PAD | VPC: Scalable, Low Downtime Checkpointing for Virtual Clusters. | Peng Lu, Binoy Ravindran, Changsoo Kim |
| 2011 | OPODIS | Enhancing the Performance of High Availability Lightweight Live Migration. | Peng Lu, Binoy Ravindran, Changsoo Kim |
| 2010 | ICNC | A framework of ontological semantic knowledge tree for vertical search engine. | Peng Lu, Lin Chen, Yibo Gao, Yiping Yang |
| 2008 | GLOBECOM | Performance Enhancement of Random Unitary Beamforming Based Multiuser MIMO Systems with Optimum Combining. | Peng Lu, Hong-Chuan Yang, Young-Chai Ko |
| 2008 | ISKE | The implementation and application of programming port communication between industry PC and Mitsubishi FX series PLC. | Jian Sun, Peng Lu, Yaqiong Fu, Ruixiang Liu, Le Chen |
| 2008 | VTC | A Novel User Scheduling Strategy for Multiuser MIMO Systems with Random Unitary Beamforming. | Peng Lu, Hong-Chuan Yang |
| 2008 | WCNC | Sum-Rate Analysis of MIMO Broadcast Channel with Random Unitary Beamforming. | Peng Lu, Hong-Chuan Yang, Young-Chai Ko |
| 2007 | ICNC | Hierarchical Conditional Random Fields (HCRF) for Chinese Named Entity Tagging. | Peng Lu, Yiping Yang, Yibo Gao, He Ren |
| 2007 | ICNC | A High Performance Low Power Consumption Robot Vision System. | Peng Lu, Kui Yuan, Wei Zou |
| 2006 | IRI | Web based E-government information sharing system. | Wen He, Peng Lu, Chao Zhou, Xuelian Lin |
| 2006 | KES | A Multi-Criteria Programming Model for Intelligent Tutoring Planning. | Ruihong Shi, Peng Lu |
| 2005 | ACII | Fist Tracking Using Bayesian Network. | Peng Lu, Yufeng Chen, Mandun Zhang, Yangsheng Wang |
| 2005 | IBPRIA | Head Gesture Recognition Based on Bayesian Network. | Peng Lu, Xiangsheng Huang, Xinshan Zhu, Yangsheng Wang |
| 2005 | ICCV | A Vision Based Game Control Method. | Peng Lu, Yufeng Chen, Xiangyong Zeng, Yangsheng Wang |
| 2004 | ICIG | Navigation in 3D game by Markov model based head pose estimating. | Peng Lu, Xiangyong Zeng, Xiangsheng Huang, Yangsheng Wang |
| 1993 | COMPSAC | An integrated environment for software reliability modeling. | Jeff Tian, Peng Lu |
| 1993 | ISSRE | Software reliability measurement and modeling for multiple releases of commercial software. | Jeff Tian, Peng Lu |