| 2026 | AAAI | Multiple Human Motion Understanding. | Lei Li, Sen Jia, Jenq-Neng Hwang |
| 2026 | AAAI | TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment. | Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun |
| 2026 | AAAI | PUFM: Efficient Point Cloud Upsampling via Flow Matching. | Zhi-Song Liu, Chenhang He, Yakun Ju, Lei Li |
| 2026 | AAAI | Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection. | Chenming Zhou, Jiaan Wang, Yu Li, Lei Li, Juan Cao, Sheng Tang |
| 2026 | ACL | Dynamic PMI-Guided Contrastive Decoding Reduces Hallucination in Large Language Models: A Unified Framework of Fine-Grained Input Transformations. | Dongsheng Chen, Yingqi Zhu, Xingyue Zhang, Wenqing Zhou, Lei Li |
| 2026 | ACL | HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment. | Guorui Li, Dugang Liu, Lei Li, Xing Tang, Zhong Ming |
| 2026 | ACL | SOAR: Supervision from Observation for Agentic Reinforcement Learning. | Meng Li, Lei Li, Xiting Wang, Yi Yuan, Zheng Wei, Jiang Bian, Zang Li |
| 2026 | ACL | BCL: Bayesian In-Context Learning Framework for Information Extraction. | Haoliang Liu, Chengkun Cai, Xu Zhao, Han Zhu, Shizhou Huang, Xinglin Zhang, Tao Chen, Jenq-Neng Hwang, Huaping Zhang, Lei Li |
| 2026 | ACL | Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation. | Yifeng Liu, Siqi Ouyang, Yatish Hosmane Revanasiddappa, Lei Li |
| 2026 | ACL | Hierarchical Policy Optimization for Simultaneous Translation of Unbounded Speech. | Siqi Ouyang, Shuoyang Ding, Oleksii Hrinchuk, Vitaly Lavrukhin, Brian Yan, Boris Ginsburg, Lei Li |
| 2026 | ACL | When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents? | Yibo Peng, James Song, Lei Li, Xinyu Yang, Mihai Christodorescu, Ravi Mangal, Corina S. Pasareanu, Haizhong Zheng, Beidi Chen |
| 2026 | ACL | CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback. | Qiushi Sun, Jingyang Gong, Lei Li, Qipeng Guo, Fei Yuan |
| 2026 | ACL | Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters. | Zhiyu Xu, Lean Wang, Yuanxin Liu, Lei Li, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2026 | ACL | How Chain-of-Thought Works? Tracing Information Flow from Decoding, Projection, and Activation. | Hao Yang, Qinghua Zhao, Lei Li, Lingyi Meng, Mengda Yu |
| 2026 | ACL | Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation. | Xiangxu Zhang, Lei Li, Yanyun Zhou, Xiao Zhou, Yingying Zhang, Xian Wu |
| 2026 | ACL | Temporal Precision Matters: Brain-Tuning Speech Language Models with Millisecond-Resolution Neural Signals. | Zhejun Zhang, Wenqing Zhou, Haozhe Xu, Lin Zhang, Lei Li |
| 2026 | DASFAA | Diversified Top-k Optimal Routes with Collective Spatial Keywords in Road Networks. | Qiulin An, Jiajia Li, Yang Song, Lei Li, Chengcheng Chen, Linlin Ding |
| 2026 | FAST | UnICom: A Universally High-Performant I/O Completion Mechanism for Modern Computer Systems. | Riwei Pan, Yu Liang, Sam H. Noh, Lei Li, Nan Guan, Tei-Wei Kuo, Chun Jason Xue |
| 2026 | ICDE | iKSP: A Path Enumeration Index in Road Networks. | Zihan Luo, Lei Li, Mengxuan Zhang, Xinjie Zhou, Zizhuo Xu, Xiaofang Zhou |
| 2026 | WWW | From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering. | Lei Li, Xiao Zhou, Yingying Zhang, Xian Wu |
| 2026 | WACV | 3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting. | Ziyang Yan, Yihua Shao, Minwen Liao, Siyu Chen, Nan Wang, Muyuan Lin, Jenq-Neng Hwang, Hao Zhao, Fabio Remondino, Lei Li |
| 2025 | AAAI | Position-Aware Guided Point Cloud Completion with CLIP Model. | Feng Zhou, Qi Zhang, Ju Dai, Lei Li, Qing Fan, Junliang Xing |
| 2025 | AAAI | An Efficient and Accurate Dynamic Sparse Training Framework Based on Parameter-Freezing. | Lei Li, Haochen Yang, Jiacheng Guo, Hongkai Yu, Minghai Qin, Tianyun Zhang |
| 2025 | ACL | Bayesian Optimization for Controlled Image Editing via LLMs. | Chengkun Cai, Haoliang Liu, Xu Zhao, Zhongyu Jiang, Tianfang Zhang, Zongkai Wu, John Lee, Jenq-Neng Hwang, Lei Li |
| 2025 | ACL | The Role of Deductive and Inductive Reasoning in Large Language Models. | Chengkun Cai, Xu Zhao, Haoliang Liu, Zhongyu Jiang, Tianfang Zhang, Zongkai Wu, Jenq-Neng Hwang, Lei Li |
| 2025 | ACL | Design Choices for Extending the Context Length of Visual Language Models. | Mukai Li, Lei Li, Shansan Gong, Qi Liu |
| 2025 | ACL | Benchmarking Long-Context Language Models on Long Code Understanding. | Jia Li, Xuyuan Guo, Lei Li, Kechi Zhang, Ge Li, Jia Li, Zhengwei Tao, Fang Liu, Chongyang Tao, Yuqi Zhu, Zhi Jin |
| 2025 | ACL | Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning. | Lei Li, Hehuan Liu, Yaxin Zhou, ZhaoYang Gui, Xudong Weng, Yi Yuan, Zheng Wei, Zang Li |
| 2025 | ACL | InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model. | Siqi Ouyang, Xi Xu, Lei Li |
| 2025 | ACL | LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation. | Fei Yuan, Yinquan Lu, Lei Li, Jingjing Xu |
| 2025 | ACL | Efficiently Identifying Watermarked Segments in Mixed-Source Texts. | Xuandong Zhao, Chenwen Liao, Yuxiang Wang, Lei Li |
| 2025 | ACSSC | NEWER: Neural Estimation of Wavelet-Embedded Representations. | Vishesh Kumar, Jingyi Miao, Shunyao Zhang, Huan-Cheng Liao, Kaiyuan Yang, Lei Li, Ashok Veeraraghavan, Vishwanath Saragadam, Vivek Boominathan |
| 2025 | CEC | LLM Based Bi-Level Online Order Dispatching and Scheduling for Large-Scale Earth Observation Satellites. | Hongxi Shi, Yonghao Du, Ziyang Zhang, Lei Li, Feiran Wang |
| 2025 | CGI | Te3DFR: Texture-Enabled 3D Face Reconstruction from Monocular Image via Self-supervised Learning. | Yishen Bi, Chen Wang, Lei Li, Yiran Shen, Yuanfeng Zhou |
| 2025 | CIKM | DO: An Efficient Deep Reinforcement Learning Approach for Optimal Route with Collective Spatial Keywords. | Jiajia Li, Jiming Dong, Lei Li, Yu Yang, Xin Wang, Mengxuan Zhang |
| 2025 | COLING | Extrapolating to Unknown Opinions Using LLMs. | Kexun Zhang, Jane Dwivedi-Yu, Zhaojiang Lin, Yuning Mao, William Yang Wang, Lei Li, Yi-Chia Wang |
| 2025 | CVPR | CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model. | Ziyu Yao, Xuxin Cheng, Zhiqi Huang, Lei Li |
| 2025 | CVPR | Human Motion Instruction Tuning. | Lei Li, Sen Jia, Jianhao Wang, Zhongyu Jiang, Feng Zhou, Ju Dai, Tianfang Zhang, Zongkai Wu, Jenq-Neng Hwang |
| 2025 | CVPR | Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. | Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun |
| 2025 | CVPR | MeshArt: Generating Articulated Meshes with Structure-Guided Transformers. | Daoyi Gao, Yawar Siddiqui, Lei Li, Angela Dai |
| 2025 | CVPR | Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation. | Hao Li, Ju Dai, Xin Zhao, Feng Zhou, Junjun Pan, Lei Li |
| 2025 | CVPR | VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models. | Lei Li, Yuancheng Wei, Zhihui Xie, Xuqing Yang, Yifan Song, Peiyi Wang, Chenxin An, Tianyu Liu, Sujian Li, Bill Yuchen Lin, Lingpeng Kong, Qi Liu |
| 2025 | CVPR | LT3SD: Latent Trees for 3D Scene Diffusion. | Quan Meng, Lei Li, Matthias Niener, Angela Dai |
| 2025 | CVPR | Medal S: Spatio-Textual Prompt Model for Medical Segmentation. | Pengcheng Shi, Jiawei Chen, Jiaqi Liu, Xinglin Zhang, Tao Chen, Lei Li |
| 2025 | DASFAA | Leave no one Behind: Enhancing Diversity While Maintaining Accuracy in Social Recommendation. | Lei Li, Xiao Zhou |
| 2025 | ECAI | Learning an Efficient Optimizer via Hybrid-Policy Sub-Trajectory Balance. | Yunchuan Guan, Yu Liu, Ke Zhou, Hui Li, Sen Jia, Zhiqi Shen, Ziyang Wang, Xinglin Zhang, Tao Chen, Jenq-Neng Hwang, Lei Li |
| 2025 | ECAI | Adversarial Pretrained Language Model for Multivariate Time Series Anomaly Detection. | Jianhuan Mao, Mengxiao Zhu, Lei Li, Haogang Zhu |
| 2025 | EMNLP | Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition. | Chenxin An, Zhihui Xie, Xiaonan Li, Ming Zhong, Shansan Gong, Lei Li, Jun Zhang, Jingjing Xu, Lingpeng Kong |
| 2025 | EMNLP | BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models. | Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan |
| 2025 | EMNLP | Attention Consistency for LLMs Explanation. | Tian Lan, Jinyuan Xu, Xue He, Jenq-Neng Hwang, Lei Li |
| 2025 | EMNLP | AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels. | Lei Li, Xiangxu Zhang, Xiao Zhou, Zheng Liu |
| 2025 | EMNLP | PAMN: Multi-phase Correlation Modeling for Contrast-Enhanced 3D Medical Image Retrieval. | Haonan Tong, Ke Liu, Chuang Zhang, Xinglin Zhang, Tao Chen, Jenq-Neng Hwang, Lei Li |
| 2025 | EMNLP | BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform. | Xi Xu, Sumin Jo, Adam Officer, Angela Chen, Yufei Huang, Lei Li |
| 2025 | EMNLP | ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom. | Jingqi Zhou, Sheng Wang, Jingwei Dong, Kai Liu, Lei Li, Jiahui Gao, Jiyue Jiang, Lingpeng Kong, Chuan Wu |
| 2025 | HPCA | Ariadne: A Hotness-Aware and Size-Adaptive Compressed Swap Technique for Fast Application Relaunch and Reduced CPU Usage on Mobile Devices. | Yu Liang, Aofeng Shen, Chun Jason Xue, Riwei Pan, Haiyu Mao, Nika Mansouri-Ghiasi, Qingcai Jiang, Rakesh Nadig, Lei Li, Rachata Ausavarungnirun, Mohammad Sadrosadati, Onur Mutlu |
| 2025 | HPCC | MMSEH: Metadata Management System Based on New Extendible Hash. | Tao Cai, Yikang Deng, Dejiao Niu, Lei Li, Qiangqiang Ni |
| 2025 | ICANN | SAMTNU: Adaptive Segment Anything Model for Thyroid and Nodule Ultrasound Image Segmentation. | Dong Chen, Xiaonan Li, Haibin Ma, Yunrong Zhang, Lei Li |
| 2025 | ICASSP | Dense Point Clouds Matter: Dust-GS for Scene Reconstruction from Sparse Viewpoints. | Shen Chen, Jiale Zhou, Lei Li |
| 2025 | ICASSP | Robust Multi-task Adversarial Attacks Using Min-max Optimization. | Jiacheng Guo, Lei Li, Haochen Yang, Baocheng Geng, Hongkai Yu, Minghai Qin, Tianyun Zhang |
| 2025 | ICASSP | You Only Speak Once to See. | Wenhao Yang, Jianguo Wei, Wenhuan Lu, Lei Li |
| 2025 | ICCV | Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy. | Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Jenq-Neng Hwang, Serge J. Belongie, Lei Li |
| 2025 | ICCV | Leveraging Local Patch Alignment to Seam-Cutting for Large Parallax Image Stitching. | Tianli Liao, Chenyang Zhao, Lei Li, Heling Cao |
| 2025 | ICCV | AU-Blendshape for Fine-Grained Stylized 3D Facial Expression Manipulation. | Hao Li, Ju Dai, Feng Zhou, Kaida Ning, Lei Li, Junjun Pan |
| 2025 | ICCV | MeshPad: Interactive Sketch-Conditioned Artist-Reminiscent Mesh Generation and Editing. | Haoxuan Li, Ziya Erko, Lei Li, Daniele Sirigatti, Vladislav Rosov, Angela Dai, Matthias Niener |
| 2025 | ICCV | DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-Rigid Shape Matching. | Emery Pierson, Lei Li, Angela Dai, Maks Ovsjanikov |
| 2025 | ICDE | Ultra-Flexible, Explainable, and Scalable Traffic Prediction with Dynamic Future Routes. | Zizhuo Xu, Lei Li, Mengxuan Zhang, Yehong Xu, Xiaofang Zhou |
| 2025 | ICDE | A Just-In-Time Framework for Routing-Oriented Traffic Prediction. | Jing Zhao, Lei Li, Mengxuan Zhang, Haolun Ma, Xiaofang Zhou |
| 2025 | ICDE | High Throughput Shortest Distance Query Processing on Large Dynamic Road Networks. | Xinjie Zhou, Mengxuan Zhang, Lei Li, Xiaofang Zhou |
| 2025 | ICIP | Overlooked Factors in Continual Zero-Shot Learning: Inflexible Semantic Prototypes, Simplistic Loss Functions, and SGD Noise. | Qingyang Hao, Lei Li, Chun Yuan |
| 2025 | ICLR | Jailbreaking as a Reward Misspecification Problem. | Zhihui Xie, Jiahui Gao, Lei Li, Zhenguo Li, Qi Liu, Lingpeng Kong |
| 2025 | ICLR | Temporal Reasoning Transfer from Text to Video. | Lei Li, Yuanxin Liu, Linli Yao, Peiyuan Zhang, Chenxin An, Lean Wang, Xu Sun, Lingpeng Kong, Qi Liu |
| 2025 | ICLR | Why Does the Effective Context Length of LLMs Fall Short? | Chenxin An, Jun Zhang, Ming Zhong, Lei Li, Shansan Gong, Yao Luo, Jingjing Xu, Lingpeng Kong |
| 2025 | ICLR | When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach. | Qian Chen, Lei Li, Qian Li, Jianghua Wu, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang, Qingjiang Shi |
| 2025 | ICLR | Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. | Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang |
| 2025 | ICLR | TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking. | Danqing Wang, Jianxin Ma, Fei Fang, Lei Li |
| 2025 | ICLR | Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling. | Wenda Xu, Rujun Han, Zifeng Wang, Long T. Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister |
| 2025 | ICLR | Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. | Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh R. N., Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong |
| 2025 | ICLR | Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs. | Xuandong Zhao, Lei Li, Yu-Xiang Wang |
| 2025 | ICML | DIS-CO: Discovering Copyrighted Content in VLMs Training Data. | Andr V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li |
| 2025 | ICML | SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services. | Hongcheng Guo, Yue Wang, Shaosheng Cao, Fei Zhao, Boyang Wang, Lei Li, Liang Chen, Xinze Lyu, Zhe Xu, Yao Hu, Zhoujun Li |
| 2025 | ICML | PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design. | Zhenqiao Song, Tianxiao Li, Lei Li, Martin Renqiang Min |
| 2025 | ICML | Weak-to-Strong Jailbreaking on Large Language Models. | Xuandong Zhao, Xianjun Yang, Tianyu Pang, Chao Du, Lei Li, Yu-Xiang Wang, William Yang Wang |
| 2025 | ICPADS | A Dual Large Language Models Architecture with Herald Guided Prompts for Parallel Fine Grained Traffic Signal Control. | Qing Guo, Xinhang Li, Junyu Chen, Zheng Guo, Xiaocong Li, Lin Zhang, Lei Li |
| 2025 | ICPADS | Retrieval Augmented Generation-Enhanced Distributed LLM Agents for Generalizable Traffic Signal Control with Emergency Vehicles. | Xinhang Li, Qing Guo, Junyu Chen, Zheng Guo, Shengzhe Xu, Lei Li, Lin Zhang |
| 2025 | IJCAI | In-Context Meta LoRA Generation. | Yihua Shao, Minxi Yan, Yang Liu, Siyu Chen, Wenjie Chen, Xinwei Long, Ziyang Yan, Lei Li, Chenyu Zhang, Nicu Sebe, Hao Tang, Yan Wang, Hao Zhao, Mengzhu Wang, Jingcai Guo |
| 2025 | IJCNN | PFC-TTA: Parameter-Free Classifier for Test Time Adaptation in Emotion Recognition. | Hengyi Shao, Liang Dong, Lei Li, Lin Zhang |
| 2025 | IROS | Awakening Facial Emotional Expressions in Human-Robot. | Yongtong Zhu, Lei Li, Iggy Qian, Wenbin Zhou, Ye Yuan, Qingdu Li, Na Liu, Jianwei Zhang |
| 2025 | ITW | Constructions of Binary Cooperative MSR Codes with Optimal Access Bandwidth. | Lei Li, Junfeng Zhang, Xinchun Yu, Yaqian Zhang, Yuan Luo |
| 2025 | IUI | Interactive Visualization of LSST Quantum Graph. | Lei Li, Manni Duan, Yongheng Wang |
| 2025 | KDD | Efficient Bitruss Decomposition without Butterfly Enumeration. | Fengnian Lin, Boyu Ruan, Junhao Gan, Lei Li |
| 2025 | KSEM | Federated Rank Learning with Dimensionality Reduction and Clustering for Electricity Load Forecasting. | Lei Li, Bing Su, Shichao Zhang, Yuchong Liu, Jianchao Zheng, Chuan Zhang, Liehuang Zhu |
| 2025 | MICCAI | Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins. | Xiaoyue Liu, Xicheng Sheng, Xiahai Zhuang, Vicente Grau, Mark YY Chan, Ching-Hui Sia, Lei Li |
| 2025 | MICCAI | Personalized 3D Myocardial Infarct Geometry Reconstruction from Cine MRI with Explicit Cardiac Motion Modeling. | Yilin Lyu, Fan Yang, Xiaoyue Liu, Zichen Jiang, Joshua R. Dillon, Debbie Zhao, Martyn P. Nash, Charlne Alice Mauger, Alistair A. Young, Ching-Hui Sia, Mark YY Chan, Lei Li |
| 2025 | MICCAI | Automated Characterization of Myocardial Scar Topological Patterns for Ventricular Tachycardia Screening. | Xicheng Sheng, Yang Zhang, Lei Li, Bailiang Chen, Freddy Odille, Xiahai Zhuang |
| 2025 | MICCAI | TF-TransUNet1D: Time-Frequency Guided Transformer U-Net for Robust ECG Denoising in Digital Twin. | Shijie Wang, Lei Li |
| 2025 | NAACL | Anticipating Future with Large Language Model for Simultaneous Machine Translation. | Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg |
| 2025 | NAACL | ImgTrojan: Jailbreaking Vision-Language Models with ONE Image. | Xijia Tao, Shuai Zhong, Lei Li, Qi Liu, Lingpeng Kong |
| 2025 | NAACL | A Practical Examination of AI-Generated Text Detectors for Large Language Models. | Brian Tufts, Xuandong Zhao, Lei Li |
| 2025 | NAACL | Revealing the Barriers of Language Agents in Planning. | Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao |
| 2025 | NAACL | CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation. | Xi Xu, Wenda Xu, Siqi Ouyang, Lei Li |
| 2025 | NAACL | KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models. | Fei Yuan, Chang Ma, Shuai Yuan, Qiushi Sun, Lei Li |
| 2025 | NAACL | Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation. | Kexun Zhang, Shang Zhou, Danqing Wang, William Yang Wang, Lei Li |
| 2025 | NPC | EdgeInferFlow: A Distributed Inference Acceleration Method for Deep Learning Chained Structure Models for Edge Devices. | Hanfeng Zhai, Yifan Wang, Xiaohui Peng, Lei Li, Xueqi Li |
| 2025 | PRICAI | SWD-HTM: A Novel Hierarchical Temporal Memory Model Integrating Optimal Transport and Sparse Autoencoder. | Dejiao Niu, Chengyu Zhang, Tao Cai, Lei Li, Yuxuan Yang, Ye Wang |
| 2025 | RANLP | TinyMentalLLMs Enable Depression Detection in Chinese Social Media Texts. | Jinyuan Xu, Tian Lan, Mathieu Valette, Pierre Magistry, Lei Li |
| 2025 | RecSys | EARL: The 2nd Workshop on Evaluating and Applying Recommender Systems with Large Language Models. | Irene Li, Ruihai Dong, Guillaume Salha-Galvan, Aonghus Lawlor, Dairui Liu, Lei Li |
| 2025 | SP | SoK: Watermarking for AI-Generated Content. | Xuandong Zhao, Sam Gunn, Miranda Christ, Jaiden Fairoze, Andrs Fbrega, Nicholas Carlini, Sanjam Garg, Sanghyun Hong, Milad Nasr, Florian Tramr, Somesh Jha, Lei Li, Yu-Xiang Wang, Dawn Song |
| 2025 | WISE | Finding Top-K Keywords-Aware Optimal Routes: A Splice-Based Expansion Approach. | Yang Song, Jiajia Li, Lei Li, Linlin Ding, Chengcheng Chen |
| 2025 | USENIX | SolFS: An Operation-Log Versioning File System for Hash-free Efficient Mobile Cloud Backup. | Riwei Pan, Yu Liang, Lei Li, Hongchao Du, Tei-Wei Kuo, Chun Jason Xue |
| 2024 | AAAI | Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. | Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, Csar Surez, Zheyuan Ryan Shi, Lei Li, Fei Fang |
| 2024 | AAAI | Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations. | Lei Li, Jianxun Lian, Xiao Zhou, Xing Xie |
| 2024 | ACL | Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models. | Lei Li, Yuqi Wang, Runxin Xu, Peiyi Wang, Xiachong Feng, Lingpeng Kong, Qi Liu |
| 2024 | ACL | Red Teaming Visual Language Models. | Mukai Li, Lei Li, Yuwei Yin, Masood Ahmed, Zhenguang Liu, Qi Liu |
| 2024 | ACL | TempCompass: Do Video LLMs Really Understand Videos? | Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou |
| 2024 | ACL | EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models. | Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Runnan Fang, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen |
| 2024 | ACL | Large Language Models are not Fair Evaluators. | Peiyi Wang, Lei Li, Liang Chen, Zefan Cai, Dawei Zhu, Binghuai Lin, Yunbo Cao, Lingpeng Kong, Qi Liu, Tianyu Liu, Zhifang Sui |
| 2024 | ACL | Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations. | Peiyi Wang, Lei Li, Zhihong Shao, Runxin Xu, Damai Dai, Yifei Li, Deli Chen, Yu Wu, Zhifang Sui |
| 2024 | ACL | Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement. | Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Wang |
| 2024 | ACL | How Vocabulary Sharing Facilitates Multilingualism in LLaMA? | Fei Yuan, Shuai Yuan, Zhiyong Wu, Lei Li |
| 2024 | ACL | Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions. | Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li |
| 2024 | ACL | Watermarking for Large Language Models. | Xuandong Zhao, Yu-Xiang Wang, Lei Li |
| 2024 | ADC | Sub-graph Sharing for Faster Betweenness Centrality Computation on Road Networks. | Ruizhong Wu, Yehong Xu, Mengxuan Zhang, Lei Li |
| 2024 | ADC | A Lifelong Conflict-Aware AGV Routing System. | Ruizhong Wu, Mengxuan Zhang, Shuxin Wang, Frodo Kin Sun Chan, Yan Nei Law, Lei Li |
| 2024 | CIKM | Hypergraph Hash Learning for Efficient Trajectory Similarity Computation. | Yuan Cao, Lei Li, Xiangru Chen, Xue Xu, Zuojin Huang, Yanwei Yu |
| 2024 | COCOON | Construction of Binary Cooperative MSR Codes with Multiple Repair Degrees. | Lei Li, Xinchun Yu, Yaqian Zhang, Liang Chen, Yuanyuan Dong, Chenhao Ying, Yuan Luo |
| 2024 | COLING | Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning. | Dingxin Hu, Xuanyu Zhang, Xingyue Zhang, Yiyang Li, Dongsheng Chen, Marina Litvak, Natalia Vanetik, Qing Yang, Dongliang Xu, Yanquan Zhou, Lei Li, Yuze Li, Yingqi Zhu |
| 2024 | COLING | Large Language Models for Generative Recommendation: A Survey and Visionary Discussions. | Lei Li, Yongfeng Zhang, Dugang Liu, Li Chen |
| 2024 | CVPR | GenZI: Zero-Shot 3D Human-Scene Interaction Generation. | Lei Li, Angela Dai |
| 2024 | CVPR | 3D Neural Edge Reconstruction. | Lei Li, Songyou Peng, Zehao Yu, Shaohui Liu, Rmi Pautrat, Xiaochuan Yin, Marc Pollefeys |
| 2024 | CVPR | NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results. | Xin Li, Kun Yuan, Yajing Pei, Yiting Lu, Ming Sun, Chao Zhou, Zhibo Chen, Radu Timofte, Wei Sun, Haoning Wu, Zicheng Zhang, Jun Jia, Zhichao Zhang, Linhan Cao, Qiubo Chen, Xiongkuo Min, Weisi Lin, Guangtao Zhai, Jianhui Sun, Tianyi Wang, Lei Li, Han Kong, Wenxuan Wang, Bing Li, Cheng Luo, Haiqiang Wang, Xiangguang Chen, Wenhui Meng, Xiang Pan, Huiying Shi, Han Zhu, Xiaozhong Xu, Lei Sun, Zhenzhong Chen, Shan Liu, Fangyuan Kong, Haotian Fan, Yifang Xu, Haoran Xu, Mengduo Yang, Jie Zhou, Jiaze Li, Shijie Wen, Mai Xu, Da Li, Shunyu Yao, Jiazhi Du, Wangmeng Zuo, Zhibo Li, Shuai He, Anlong Ming, Huiyuan Fu, Huadong Ma, Yong Wu, Fie Xue, Guozhi Zhao, Lina Du, Jie Guo, Yu Zhang, Huimin Zheng, Junhao Chen, Yue Liu, Dulan Zhou, Kele Xu, Qisheng Xu, Tao Sun, Zhixiang Ding, Yuhang Hu |
| 2024 | DASFAA | Preserving Location Privacy with Semantic-Aware Indistinguishability. | Fengmei Jin, Boyu Ruan, Wen Hua, Lei Li, Xiaofang Zhou |
| 2024 | ECCV | To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of Point Cloud Transfer Learning. | Souhail Hadgi, Lei Li, Maks Ovsjanikov |
| 2024 | ECCV | VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models. | Shicheng Li, Lei Li, Yi Liu, Shuhuai Ren, Yuanxin Liu, Rundong Gao, Xu Sun, Lu Hou |
| 2024 | EMNLP | Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems. | Chinmay Dandekar, Wenda Xu, Xi Xu, Siqi Ouyang, Lei Li |
| 2024 | EMNLP | A Survey on In-context Learning. | Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Jingyuan Ma, Rui Li, Heming Xia, Jingjing Xu, Zhiyong Wu, Baobao Chang, Xu Sun, Lei Li, Zhifang Sui |
| 2024 | EMNLP | LumberChunker: Long-Form Narrative Document Segmentation. | Andr V. Duarte, Joo D. S. Marques, Miguel Graa, Miguel Freire, Lei Li, Arlindo L. Oliveira |
| 2024 | EMNLP | VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. | Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu |
| 2024 | EMNLP | LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages. | Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan |
| 2024 | EMNLP | HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation. | Chuancheng Lv, Lei Li, Shitou Zhang, Gang Chen, Fanchao Qi, Ningyu Zhang, Hai-Tao Zheng |
| 2024 | EMNLP | SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. | Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon |
| 2024 | EMNLP | Learning Personalized Alignment for Evaluating Open-ended Text Generation. | Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian |
| 2024 | EMNLP | BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment. | Wenda Xu, Jiachen Li, William Yang Wang, Lei Li |
| 2024 | ICANN | SSFlowNet: Semi-supervised Scene Flow Estimation on Point Clouds With Pseudo Label. | Jingze Chen, Simiao Zhuang, Qiqin Lin, Junfeng Yao, Lei Li |
| 2024 | ICASSP | Sensing-Assisted Distributed User Scheduling and Beamforming in Muli-Cell mmWave Networks. | Tenghao Cai, Lei Li, Tsung-Hui Chang |
| 2024 | ICASSP | Isac Beamforming Optimization For Robust Transmission In Dynamic Mmwave Mimo Networks. | Lei Li, Tenghao Cai, Tsung-Hui Chang |
| 2024 | ICASSP | Darkshot: Lighting Dark Images with Low-Compute and High-Quality. | Jiazhang Zheng, Lei Li, Qiuping Liao, Cheng Li, Li Li, Yangxing Liu |
| 2024 | ICDE | Approximate Skyline Index for Constrained Shortest Pathfinding with Theoretical Guarantee. | Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou |
| 2024 | ICDE | Managing the Future: Route Planning Influence Evaluation in Transportation Systems. | Zizhuo Xu, Lei Li, Mengxuan Zhang, Yehong Xu, Xiaofang Zhou |
| 2024 | ICDE | A Just-In-Time Framework for Continuous Routing. | Jing Zhao, Lei Li, Mengxuan Zhang, Zihan Luo, Xi Zhao, Xiaofang Zhou |
| 2024 | ICDE | Scalable Distance Labeling Maintenance and Construction for Dynamic Small-World Networks. | Xinjie Zhou, Mengxuan Zhang, Lei Li, Xiaofang Zhou |
| 2024 | ICLR | Tool-Augmented Reward Modeling. | Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu |
| 2024 | ICLR | Provable Robust Watermarking for AI-Generated Text. | Xuandong Zhao, Prabhanjan Vijendra Ananth, Lei Li, Yu-Xiang Wang |
| 2024 | ICML | DE-COP: Detecting Copyrighted Content in Language Models Training Data. | Andr V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li |
| 2024 | ICML | Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications. | Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Lei Li, Chun Yuan, Dacheng Tao |
| 2024 | ICML | SurfPro: Functional Protein Design Based on Continuous Surface. | Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin |
| 2024 | ICML | Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. | Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li |
| 2024 | ICONIP | Ranking Region-Based OD-Betweenness Centrality in Road Networks. | Zhixiao Zheng, Lei Li, Mengxuan Zhang, Wen Hua, Ziyi Liu |
| 2024 | ICRA | Object-centric Cross-modal Feature Distillation for Event-based Object Detection. | Lei Li, Alexander Liniger, Mario Millhusler, Vagia Tsiminaki, Yuanyou Li, Dengxin Dai |
| 2024 | IJCNN | Multi-Attribute Dynamic Learning for 3D Face Reconstruction and Dense Alignment in the Unconstrained Environment. | Lei Li, Fuqiang Liu, Qi Wang, Jiahao Li, Junyuan Wang, Xiang Li, Yanni Wang |
| 2024 | INDIN | Design of Attitude Simulation Control Platform for UAV Teaching. | Yongkang Jiao, Xiao Han, Doudou Huang, Lei Li |
| 2024 | ISIT | Constructions of Binary MDS Array Codes with Optimal Cooperative Repair Bandwidth. | Lei Li, Xinchun Yu, Chenhao Ying, Liang Chen, Yuanyuan Dong, Yuan Luo |
| 2024 | ISNN | A Temporal Consistency Learning Framework for Face Forgery Detection. | Xiaopeng Wang, Feng Zhu, Lei Li, Xiaoyang Tan |
| 2024 | KDD | Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. | Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li |
| 2024 | MICCAI | VCLIPSeg: Voxel-Wise CLIP-Enhanced Model for Semi-supervised Medical Image Segmentation. | Lei Li, Sheng Lian, Zhiming Luo, Beizhan Wang, Shaozi Li |
| 2024 | MICCAI | Deep Combined Computing of Vascular Images with Tubular Shape-Guided Convolution. | Zilong Wang, Xinyang Ge, Xiaorong Chen, Lei Li, Wangbin Ding, Yuanye Liu, Fuping Wu, Dengqiang Jia |
| 2024 | NAACL | LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback. | Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag |
| 2024 | NAACL | Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. | Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li |
| 2024 | PRICAI | CSDCNet: A Semantic Segmentation Network for Tubular Structures. | Feiyang Dong, Jizhong Jin, Lei Li, Heyang Li, Yucheng Zhang |
| 2024 | RecSys | EARL: Workshop on Evaluating and Applying Recommendation Systems with Large Language Models. | Irene Li, Ruihai Dong, Lei Li, Li Chen |
| 2024 | VTC | RIS-Aided User Localization Design with Multiple Signal Classification Based Orthogonal Subspace Projection. | Wanning Meng, Zheng Dong, Yong Zhou, Lei Li, Zhi Liu |
| 2024 | SMC | CSTformer: Cross Spatio-Temporal Transformer for Multivariate Time Series Forecasting. | Tao Cai, Haixiang Wu, Dejiao Niu, Lei Li |
| 2024 | WACV | Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation. | Zhongyu Jiang, Zhuoran Zhou, Lei Li, Wenhao Chai, Cheng-Yen Yang, Jenq-Neng Hwang |
| 2024 | WACV | CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting. | Lei Li |
| 2024 | WACV | RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection. | Fengyi Wu, Tianfang Zhang, Lei Li, Yian Huang, Zhenming Peng |
| 2024 | WACV | Efficient Domain Adaptation via Generative Prior for 3D Infant Pose Estimation. | Zhuoran Zhou, Zhongyu Jiang, Wenhao Chai, Cheng-Yen Yang, Lei Li, Jenq-Neng Hwang |
| 2024 | TrustCom | Trusted and Spectrum-Efficient Crowd Computing in Massive MIMO Cellular Networks. | Pengfeng Zhang, Lei Li, Xin Liu, Rui Wang, Donglan Liu, Bing Su, Yuntao Wang, Yiliang Liu, Zhou Su |
| 2023 | AAAI | Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. | Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao |
| 2023 | AAAI | On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract). | Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang |
| 2023 | ACL | Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. | Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao |
| 2023 | ACL | Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. | Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun |
| 2023 | ACL | WACO: Word-Aligned Contrastive Learning for Speech Translation. | Siqi Ouyang, Rong Ye, Lei Li |
| 2023 | ACL | Delving into the Openness of CLIP. | Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun |
| 2023 | ACL | FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph. | Xiaodan Wang, Chengyu Wang, Lei Li, Zhixu Li, Ben Chen, Linbo Jin, Jun Huang, Yanghua Xiao, Ming Gao |
| 2023 | ACL | Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning. | Yongkang Wu, Meng Han, Yutao Zhu, Lei Li, Xinyu Zhang, Ruofei Lai, Xiaoguang Li, Yuanhang Ren, Zhicheng Dou, Zhao Cao |
| 2023 | ACL | SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. | Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang |
| 2023 | ACL | LET: Leveraging Error Type Information for Grammatical Error Correction. | Lingyu Yang, Hongjia Li, Lei Li, Chengyin Xu, Shutao Xia, Chun Yuan |
| 2023 | ACL | Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation. | Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Yu Qiao, Jingjing Xu |
| 2023 | ACL | Pre-trained Language Models Can be Fully Zero-Shot Learners. | Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li |
| 2023 | CGI | Hierarchical Edge Aware Learning for 3D Point Cloud. | Lei Li |
| 2023 | CGI | Segment Any Building. | Lei Li |
| 2023 | CIKM | Prompt Distillation for Efficient LLM-based Recommendation. | Lei Li, Yongfeng Zhang, Li Chen |
| 2023 | CVPR | Generalizable Local Feature Pre-training for Deformable Shape Analysis. | Souhaib Attaiki, Lei Li, Maks Ovsjanikov |
| 2023 | DASFAA | Trajectory Representation Learning Based on Road Network Partition for Similarity Computation. | Jiajia Li, Mingshen Wang, Lei Li, Kexuan Xin, Wen Hua, Xiaofang Zhou |
| 2023 | EMNLP | Can Language Models Understand Physical Concepts? | Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Xu Sun, Lingpeng Kong, Qi Liu |
| 2023 | EMNLP | AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models. | Siqi Ouyang, Lei Li |
| 2023 | EMNLP | Learning from Mistakes via Cooperative Study Assistant for Large Language Models. | Danqing Wang, Lei Li |
| 2023 | EMNLP | Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. | Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2023 | EMNLP | Extrapolating Multilingual Understanding Models as Multilingual Generators. | Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu |
| 2023 | EMNLP | ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories. | Heming Xia, Qingxiu Dong, Lei Li, Jingjing Xu, Tianyu Liu, Ziwei Qin, Zhifang Sui |
| 2023 | EMNLP | INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. | Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Wang, Lei Li |
| 2023 | EMNLP | Can We Edit Factual Knowledge by In-Context Learning? | Ce Zheng, Lei Li, Qingxiu Dong, Yuxuan Fan, Zhiyong Wu, Jingjing Xu, Baobao Chang |
| 2023 | HealthCom | HoloCV: A Head-Mounted Mixed Reality System for Contactless Vital Signs Monitoring in Medical Emergency Situations. | Xu Song, Jinghui Zhang, Xikang Jiang, Kun Wang, Lei Li, Lin Zhang |
| 2023 | ICANN | Automatic Driving Scenarios: A Cross-Domain Approach for Object Detection. | Shengheng Liu, Jiacheng Chen, Lei Li, Yahui Ma, Yongming Huang |
| 2023 | ICANN | Adaptive Interaction-Based Multi-view 3D Object Reconstruction. | Jun Miao, Yilin Zheng, Jie Yan, Lei Li, Jun Chu |
| 2023 | ICASSP | Information and Sensing Beamforming Optimization for Multi-User Multi-Target MIMO ISAC Systems. | Minghe Zhu, Lei Li, Shuqiang Xia, Tsung-Hui Chang |
| 2023 | ICCAD | MiniTNtk: An Exact Synthesis-based Method for Minimizing Transistor Network. | Weihua Xiao, Shanshan Han, Yue Yang, Shaoze Yang, Cheng Zheng, Jingsong Chen, Tingyuan Liang, Lei Li, Weikang Qian |
| 2023 | ICDE | Finding Top-k Optimal Routes with Collective Spatial Keywords on Road Networks. | Jiajia Li, Xing Xiong, Lei Li, Dan He, Chuanyu Zong, Xiaofang Zhou |
| 2023 | ICDE | Global Routing Optimization In Road Networks. | Yehong Xu, Lei Li, Mengxuan Zhang, Zizhuo Xu, Xiaofang Zhou |
| 2023 | ICLR | Multimodal Analogical Reasoning over Knowledge Graphs. | Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen |
| 2023 | ICML | Importance Weighted Expectation-Maximization for Protein Sequence Design. | Zhenqiao Song, Lei Li |
| 2023 | ICML | ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. | Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li |
| 2023 | ICML | Protecting Language Generation Models via Invisible Watermarking. | Xuandong Zhao, Yu-Xiang Wang, Lei Li |
| 2023 | IJCAI | One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. | Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen |
| 2023 | IJCNN | Video-based Red Panda Individual Identification by Adaptively Aggregating Discriminative Features. | Lei Li, Mengnan He, Pengcheng Wu, Peng Liu, Ke Huang, Fan Pan, Peng Chen, Qijun Zhao |
| 2023 | IJCNN | A New Spatial Pooler Algorithm Based on Heterogeneous Hash Group. | Dejiao Niu, Zhidong Wang, Tao Cai, Lei Li, Jie Jiang, Yuhan Chen, Zhuoran Li |
| 2023 | INFOCOM | Toward Sustainable AI: Federated Learning Demand Response in Cloud-Edge Systems via Auctions. | Fei Wang, Lei Jiao, Konglin Zhu, Xiaojun Lin, Lei Li |
| 2023 | ISIT | New Constructions of Binary MDS Array Codes with Optimal Repair Bandwidth. | Lei Li, Chenhao Ying, Liang Chen, Yuanyuan Dong, Yuan Luo |
| 2023 | KDD | Accelerating Antimicrobial Peptide Discovery with Latent Structure. | Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou |
| 2023 | KSEM | MA-TGNN: Multiple Aggregators Graph-Based Model for Text Classification. | Chengcheng Huang, Shiqun Yin, Lei Li, Yaling Zhang |
| 2023 | RecSys | Tutorial on Large Language Models for Recommendation. | Wenyue Hua, Lei Li, Shuyuan Xu, Li Chen, Yongfeng Zhang |
| 2023 | VTC | Joint Allocation on 3C Resources for Three-Tier Cooperation Mobile Computing Networks. | Long Long, Zixu Zhao, Zaiwang Lu, Lei Li, Zichen Liu, Yucheng Zhang |
| 2023 | WSDM | AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models. | Xiaodan Wang, Lei Li, Zhixu Li, Xuwu Wang, Xiangru Zhu, Chengyu Wang, Jun Huang, Yanghua Xiao |
| 2023 | SIGITE | ChatGPT in IT Education Ecosystem: Unraveling Long-Term Impacts on Job Market, Student Learning, and Ethical Practices. | Nazmus Sakib, Fahim Islam Anik, Lei Li |
| 2022 | AAAI | Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. | Chenyang Huang, Hao Zhou, Osmar R. Zaane, Lili Mou, Lei Li |
| 2022 | AAAI | LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. | Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li |
| 2022 | AAAI | Unsupervised Editing for Counterfactual Stories. | Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li |
| 2022 | AAAI | Deepfake Network Architecture Attribution. | Tianyun Yang, Ziyao Huang, Juan Cao, Lei Li, Xirong Li |
| 2022 | AAAI | Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. | Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun |
| 2022 | ACL | latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. | Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li |
| 2022 | ACL | E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. | Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou |
| 2022 | ACL | Learning When to Translate for Streaming Speech. | Qian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li |
| 2022 | ACL | STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. | Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang |
| 2022 | ACL | Contextual Representation Learning beyond Masked Language Modeling. | Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li |
| 2022 | ACL | Improving Personalized Explanation Generation through Visualization. | Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang |
| 2022 | ACL | Structural Supervision for Word Alignment and Machine Translation. | Lei Li, Kai Fan, Hongjia Li, Chun Yuan |
| 2022 | ACL | Rethinking Document-level Neural Machine Translation. | Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li |
| 2022 | ACL | CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. | Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen |
| 2022 | ACL | Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. | Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li |
| 2022 | ADC | A Top-Down Scheme for Coverage Centrality Queries on Road Networks. | Yehong Xu, Mengxuan Zhang, Ruizhong Wu, Lei Li |
| 2022 | COLING | LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. | Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang |
| 2022 | COLING | Augmenting Legal Judgment Prediction with Contrastive Case Relations. | Dugang Liu, Weihao Du, Lei Li, Weike Pan, Zhong Ming |
| 2022 | ECCV | Multi-patch Learning: Looking More Pixels in the Training Phase. | Lei Li, Jingzhu Tang, Ming Chen, Shijie Zhao, Junlin Li, Li Zhang |
| 2022 | ECCV | AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results. | Ren Yang, Radu Timofte, Xin Li, Qi Zhang, Lin Zhang, Fanglong Liu, Dongliang He, Fu Li, He Zheng, Weihang Yuan, Pavel Ostyakov, Dmitry Vyal, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Lei Li, Jingzhu Tang, Ming Chen, Shijie Zhao, Yu Zhu, Xiaoran Qin, Chenghua Li, Cong Leng, Jian Cheng, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Bingchen Li, Xin Li, Mingxi Li, Ding Liu, Wenbin Zou, Peijie Dong, Tian Ye, Yunchen Zhang, Ming Tan, Xin Niu, Mustafa Ayazoglu, Marcos V. Conde, Ui-Jin Choi, Zhuang Jia, Tianyu Xu, Yijian Zhang, Mao Ye, Dengyan Luo, Xiaofeng Pan, Liuhan Peng |
| 2022 | EMNLP | Calibrating Factual Knowledge in Pretrained Language Models. | Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li |
| 2022 | EMNLP | Instance-Guided Prompt Learning for Few-Shot Text Matching. | Jia Du, Xuanyu Zhang, Siyi Wang, Kai Wang, Yanquan Zhou, Lei Li, Qing Yang, Dongliang Xu |
| 2022 | EMNLP | From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. | Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun |
| 2022 | EMNLP | ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge. | Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Ming Gao, Yanghua Xiao |
| 2022 | EMNLP | EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing. | Chengyu Wang, Minghui Qiu, Taolin Zhang, Tingting Liu, Lei Li, Jianing Wang, Ming Wang, Jun Huang, Wei Lin |
| 2022 | EMNLP | Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. | Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang |
| 2022 | EMNLP | DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. | Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Shuofei Qiao, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li |
| 2022 | EMNLP | Distillation-Resistant Watermarking for Model Protection in NLP. | Xuandong Zhao, Lei Li, Yu-Xiang Wang |
| 2022 | ICLR | switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. | Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li |
| 2022 | ICLR | Enhancing Cross-lingual Transfer by Manifold Mixup. | Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li |
| 2022 | ICML | On the Learning of Non-Autoregressive Transformers. | Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang |
| 2022 | IJCAI | Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. | Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun |
| 2022 | IJCAI | Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation. | Lei Li, Kai Fan, Chun Yuan |
| 2022 | IJCNLP | SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph. | Siya Qi, Lei Li, Yiyang Li, Jin Jiang, Dingxin Hu, Yuze Li, Yingqi Zhu, Yanquan Zhou, Marina Litvak, Natalia Vanetik |
| 2022 | ICRA | Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. | Yunfei Li, Tao Kong, Lei Li, Yi Wu |
| 2022 | IJCNN | PTS: A Prompt-based Teacher-Student Network for Weakly Supervised Aspect Detection. | Hongjia Li, Lingyu Yang, Lei Li, Chengyin Xu, Shu-Tao Xia, Chun Yuan |
| 2022 | IJCNN | Deep Randomized Feed-forward Networks Based Prediction of Human Joint Angles Using Wearable Inertial Measurement Unit: Performance Comparison. | Sibo Yang, Ruobin Gao, Lei Li, Wei Tech Ang |
| 2022 | IJCNN | ACEs: Unsupervised Multi-label Aspect Detection with Aspect-category Experts. | Lingyu Yang, Hongjia Li, Lei Li, Chun Yuan, Shu-Tao Xia |
| 2022 | IROS | Visual Environment perception for obstacle detection and crossing of lower-limb exoskeletons. | Manoj Ramanathan, Lincong Luo, Jie Kai Er, Ming Jeat Foo, Chye Hsia Chiam, Lei Li, Wei Yun Yau, Wei Tech Ang |
| 2022 | ICTAI | Multi-scale Intermediate Flow Estimation for Video Frame Interpolation. | Zehua Fan, Feng Zhu, Lei Li, Xiaoyang Tan |
| 2022 | ICTAI | A Stable Spatial Pooling Algorithm for Hierarchical Temporal Memory Network. | Dejiao Niu, Xudong Wu, Tao Cai, Lei Li, Jie Jiang, Yuhan Chen |
| 2022 | ISPA | A New NVM Storage System with High Throughput Device Driver. | Tai Cai, Jianfei Da, DeJiao Niu, Lei Li, Jianchong Shi, Ranzhuo Li |
| 2022 | KDD | Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model. | Yunfei Lu, Peng Cui, Linyun Yu, Lei Li, Wenwu Zhu |
| 2022 | MICCAI | Decoupling Predictions in Distributed Learning for Multi-center Left Atrial MRI Segmentation. | Zheyao Gao, Lei Li, Fuping Wu, Sihan Wang, Xiahai Zhuang |
| 2022 | NAACL | MTG: A Benchmark Suite for Multilingual Text Generation. | Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li |
| 2022 | NAACL | Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. | Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen |
| 2022 | NAACL | Cross-modal Contrastive Learning for Speech Translation. | Rong Ye, Mingxuan Wang, Lei Li |
| 2022 | NAACL | Provably Confidential Language Modelling. | Xuandong Zhao, Lei Li, Yu-Xiang Wang |
| 2022 | SIGIR | Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. | Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen |
| 2022 | SIGIR | Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. | Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen |
| 2022 | SC | LightSeq2: Accelerated Training for Transformer-Based Models on GPUs. | Xiaohui Wang, Yang Wei, Ying Xiong, Guyue Huang, Xian Qian, Yufei Ding, Mingxuan Wang, Lei Li |
| 2022 | SEKE | RIRCNN: A Fault Diagnosis Method for Aviation Turboprop Engine. | Lei Li, Zhe Quan, Zixu Wang, Tong Xiao, Xiaofei Jiang, Xinjian Hu, Peibing Du |
| 2022 | UIC | Continuously Monitoring Optimal Routes with Collective Spatial Keywords on Road Networks. | Jiajia Li, Zongbo Wang, Yifei Zhang, Liang Zhao, Lei Li, Chuanyu Zong |
| 2022 | WISE | Enhancing Seq2seq Math Word Problem Solver with Entity Information and Math Knowledge. | Lei Li, Dongxiang Zhang, Chengyu Wang, Cheqing Jin, Ming Gao, Aoying Zhou |
| 2022 | WISE | TUR: Utilizing Temporal Information to Make Unexpected E-Commerce Recommendations. | Yongxin Ni, Ningxia Wang, Li Chen, Rui Chen, Lei Li |
| 2021 | AAAI | Consecutive Decoding for Speech-to-text Translation. | Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li |
| 2021 | AAAI | Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation. | Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li |
| 2021 | AAAI | ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. | Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li |
| 2021 | AAAI | Finding Sparse Structures for Domain Specific Neural Machine Translation. | Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li |
| 2021 | AAAI | TextGAIL: Generative Adversarial Imitation Learning for Text Generation. | Qingyang Wu, Lei Li, Zhou Yu |
| 2021 | AAAI | Taxonomy Completion via Triplet Matching Network. | Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li |
| 2021 | ACL | Learning Shared Semantic Space for Speech-to-Text Translation. | Chi Han, Mingxuan Wang, Heng Ji, Lei Li |
| 2021 | ACL | Learning Language Specific Sub-network for Multilingual Machine Translation. | Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li |
| 2021 | ACL | Personalized Transformer for Explainable Recommendation. | Lei Li, Yongfeng Zhang, Li Chen |
| 2021 | ACL | Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. | Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li |
| 2021 | ACL | Glancing Transformer for Non-Autoregressive Neural Machine Translation. | Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li |
| 2021 | ACL | Probabilistic Graph Reasoning for Natural Proof Generation. | Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li |
| 2021 | ACL | Contrastive Aligned Joint Learning for Multilingual Summarization. | Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li |
| 2021 | ACL | UniRE: A Unified Label Space for Entity Relation Extraction. | Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan |
| 2021 | ACL | Language Tags Matter for Zero-Shot Neural Machine Translation. | Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li |
| 2021 | ACL | UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction. | Huanqin Wu, Wei Liu, Lei Li, Dan Nie, Tao Chen, Feng Zhang, Di Wang |
| 2021 | ACL | Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker. | Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang |
| 2021 | ACL | Vocabulary Learning via Optimal Transport for Neural Machine Translation. | Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li |
| 2021 | ACL | NeurST: Neural Speech Translation Toolkit. | Chengqi Zhao, Mingxuan Wang, Qianqian Dong, Rong Ye, Lei Li |
| 2021 | ADC | An Experimental Study on Exact Multi-constraint Shortest Path Finding. | Xuanyi Zhang, Ziyi Liu, Mengxuan Zhang, Lei Li |
| 2021 | CVPR | PointDSC: Robust Point Cloud Registration Using Deep Spatial Consistency. | Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li, Zeyu Hu, Hongbo Fu, Chiew-Lan Tai |
| 2021 | CVPR | Scale-Aware Automatic Augmentation for Object Detection. | Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia |