| 2026 | AAAI | Discovering Latent Facts from Context to Construct Richer Open Knowledge Graphs. | Jinpeng Li, Hang Yu, Ziqi Ma, Peng Qi |
| 2026 | AAAI | SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model. | Yaoqian Li, Xikai Yang, Dunyuan Xu, Yang Yu, Litao Zhao, Xiaowei Hu, Jinpeng Li, Pheng-Ann Heng |
| 2026 | ACL | GenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery. | Xi Chen, Chuan Qin, Jinpeng Li, Shasha Hu, Chao Wang, Hengshu Zhu, Hui Xiong |
| 2026 | ACL | Improved Policy Optimization for Mixture-of-Experts Models: Importance Sampling and Rewarding from an Expert-Centric Perspective. | Yining Qian, Jinpeng Li, Fei Mi, Lifeng Shang, Xiang Zhang |
| 2026 | ACL | BOLT: Benchmarking Open-World Learning for Text Classification. | Chuan Qin, Xi Chen, Jinpeng Li, Hengshu Zhu |
| 2026 | ACL | When to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning. | Ruotao Xu, Yixin Ji, Yu Luo, Jinpeng Li, Dong Li, Peifeng Li, Juntao Li, Min Zhang |
| 2026 | ACL | StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason. | Kaiyi Zhang, Ang Lv, Jinpeng Li, Yongbo Wang, Feng Wang, Haoyuan Hu, Rui Yan |
| 2025 | ACL | GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement. | Yifan Yang, Zheshu Song, Jianheng Zhuo, Mingyu Cui, Jinpeng Li, Bo Yang, Yexing Du, Ziyang Ma, Xunying Liu, Ziyuan Wang, Ke Li, Shuai Fan, Kai Yu, Wei-Qiang Zhang, Guoguo Chen, Xie Chen |
| 2025 | COLING | E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models. | Zhenyu Zhang, Bingguang Hao, Jinpeng Li, Zekai Zhang, Dongyan Zhao |
| 2025 | GLOBECOM | Blockchain-Enabled EHR Sharing Framework with Dual-Protection: Integrating Attribute-Based Encryption and Hierarchical Role Access Control. | Shunrong Jiang, ChengCheng Zhang, Jinpeng Li, YuQi Zhang, Haotian Chi, Xiaojiang Du |
| 2025 | ICASSP | Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework. | Xiaoxi Sun, Jinpeng Li, Yan Zhong, Dongyan Zhao, Rui Yan |
| 2025 | ICLR | CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs. | Jinpeng Li, Haiping Wang, Jiabin Chen, Yuan Liu, Zhiyang Dou, Yuexin Ma, Sibei Yang, Yuan Li, Wenping Wang, Zhen Dong, Bisheng Yang |
| 2025 | Interspeech | Whisper-Based Multilingual Alzheimer's Disease Detection and Improvements for Low-Resource Language. | Kaichen Jia, Jinpeng Li, Ke Li, Wei-Qiang Zhang |
| 2025 | Interspeech | PPGs-BERT: Leveraging Phoneme Sequence and BERT for Alzheimer's Disease Detection from Spontaneous Speech. | Qi Sun, Ziyue Qiu, Yu Pu, Jinpeng Li, Xuchu Chen, Wei-Qiang Zhang |
| 2025 | MICCAI | Video Grounded Conversation Generation for Reference Surgical Instrument Segmentation. | Yihan Wang, Qiao Yan, Lihao Liu, Yuchen Yuan, Xiaowei Hu, Jinpeng Li, Pheng-Ann Heng |
| 2025 | MICCAI | Sequence-Independent Continual Test-Time Adaptation with Mixture of Incremental Experts for Cross-Domain Segmentation. | Dunyuan Xu, Yuchen Yuan, Donghao Zhou, Xikai Yang, Jingyang Zhang, Jinpeng Li, Pheng-Ann Heng |
| 2025 | MICCAI | Medical Large Vision Language Models with Multi-image Visual Ability. | Xikai Yang, Juzheng Miao, Yuchen Yuan, Jiaze Wang, Qi Dou, Jinpeng Li, Pheng-Ann Heng |
| 2024 | AAAI | PointPatchMix: Point Cloud Mixing with Patch Scoring. | Yi Wang, Jiaze Wang, Jinpeng Li, Zixu Zhao, Guangyong Chen, Anfeng Liu, Pheng-Ann Heng |
| 2024 | BMVC | SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning. | Hao Chen, Jiaze Wang, Ziyu Guo, Jinpeng Li, Donghao Zhou, Bian Wu, Chenyong Guan, Guangyong Chen, Pheng-Ann Heng |
| 2024 | BMVC | Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes. | Donghao Zhou, Jialin Li, Jinpeng Li, Jiancheng Huang, Qiang Nie, Yong Liu, Bin-Bin Gao, Qiong Wang, Pheng-Ann Heng, Guangyong Chen |
| 2024 | COLING | Multilingual Generation in Abstractive Summarization: A Comparative Study. | Jinpeng Li, Jiaze Chen, Huadong Chen, Dongyan Zhao, Rui Yan |
| 2024 | ICASSP | Whisper-Based Transfer Learning for Alzheimer Disease Classification: Leveraging Speech Segments with Full Transcripts as Prompts. | Jinpeng Li, Wei-Qiang Zhang |
| 2024 | Interspeech | Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text. | Jinpeng Li, Yu Pu, Qi Sun, Wei-Qiang Zhang |
| 2024 | NAACL | COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion. | Jinpeng Li, Hang Yu, Xiangfeng Luo, Qian Liu |
| 2024 | QRS | Temporal Knowledge Graph Reasoning with Dual Guiding Constraints. | Jinpeng Li, Shanshan Jiao, Shengming Guo, Xiangfeng Luo |
| 2023 | AAAI | ConvNTM: Conversational Neural Topic Model. | Hongda Sun, Quan Tu, Jinpeng Li, Rui Yan |
| 2023 | ACL | Dialogue Summarization with Static-Dynamic Structure Fusion Graph. | Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li, Dongyan Zhao, Rui Yan |
| 2023 | ACL | Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation. | Ang Lv, Jinpeng Li, Shufang Xie, Rui Yan |
| 2023 | ACL | DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations. | Ang Lv, Jinpeng Li, Yuhan Chen, Gao Xing, Ji Zhang, Rui Yan |
| 2023 | ACL | VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions. | Yuxuan Wang, Zilong Zheng, Xueliang Zhao, Jinpeng Li, Yueqian Wang, Dongyan Zhao |
| 2023 | ACL | Deep Span Representations for Named Entity Recognition. | Enwei Zhu, Yiyang Liu, Jinpeng Li |
| 2023 | EMNLP | Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation. | Jinpeng Li, Zekai Zhang, Xiuying Chen, Dongyan Zhao, Rui Yan |
| 2023 | EMNLP | Revisiting De-Identification of Electronic Medical Records: Evaluation of Within- and Cross-Hospital Generalization. | Yiyang Liu, Jinpeng Li, Enwei Zhu |
| 2023 | ICASSP | Cross-Lingual Alzheimer's Disease Detection Based on Paralinguistic and Pre-Trained Features. | Xuchu Chen, Yu Pu, Jinpeng Li, Wei-Qiang Zhang |
| 2023 | IGARSS | Improving the Road Topological Relation Based on a Road Intersection Detection Method. | Jun He, Jinpeng Li, Weijia Li |
| 2023 | MICCAI | Fast Non-Markovian Diffusion Model for Weakly Supervised Anomaly Detection in Brain MR Images. | Jinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng |
| 2023 | MICCAI | Learning Robust Classifier for Imbalanced Medical Image Dataset with Noisy Labels by Minimizing Invariant Risk. | Jinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng |
| 2023 | WWW | Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. | Jinpeng Li, Yingce Xia, Xin Cheng, Dongyan Zhao, Rui Yan |
| 2022 | AAAI | Exploring Visual Context for Weakly Supervised Person Search. | Yichao Yan, Jinpeng Li, Shengcai Liao, Jie Qin, Bingbing Ni, Ke Lu, Xiaokang Yang |
| 2022 | ACL | Boundary Smoothing for Named Entity Recognition. | Enwei Zhu, Jinpeng Li |
| 2022 | ICCD | Cost-Aware TVM (CAT) Tensorization for Modern Deep Learning Accelerators. | Yahang Hu, Yaohua Wang, Xiaoqiang Dan, Xiao Hu, Fei Liu, Jinpeng Li |
| 2022 | IJCAI | RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection. | Jinpeng Li, Haibo Jin, Shengcai Liao, Ling Shao, Pheng-Ann Heng |
| 2022 | Interspeech | The THUEE System Description for the IARPA OpenASR21 Challenge. | Jing Zhao, Haoyu Wang, Jinpeng Li, Shuzhou Chai, Guanbo Wang, Guoguo Chen, Wei-Qiang Zhang |
| 2022 | MICCAI | Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification. | Jinpeng Li, Guangyong Chen, Hangyu Mao, Danruo Deng, Dong Li, Jianye Hao, Qi Dou, Pheng-Ann Heng |
| 2022 | MICCAI | Computer-Aided Tuberculosis Diagnosis with Attribute Reasoning Assistance. | Chengwei Pan, Gangming Zhao, Junjie Fang, Baolian Qi, Jiaheng Liu, Chaowei Fang, Dingwen Zhang, Jinpeng Li, Yizhou Yu |
| 2022 | PRICAI | Entity Representation by Neighboring Relations Topology for Inductive Relation Prediction. | Zhigui Chen, Hang Yu, Jinpeng Li, Xiangfeng Luo |
| 2021 | CVPR | Generalizable Pedestrian Detection: The Elephant in the Room. | Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao |
| 2021 | CVPR | Anchor-Free Person Search. | Yichao Yan, Jinpeng Li, Jie Qin, Song Bai, Shengcai Liao, Li Liu, Fan Zhu, Ling Shao |
| 2020 | GLOBECOM | Secure and Privacy-preserving Energy Trading Scheme based on Blockchain. | Shunrong Jiang, Xiaoyan Zhang, Jinpeng Li, Hao Yue, Yong Zhou |
| 2020 | IJCNN | Enhancing Textual Representation for Abstractive Summarization: Leveraging Masked Decoder. | Ruipeng Jia, Yannan Cao, Fang Fang, Jinpeng Li, Yanbing Liu, Pengfei Yin |
| 2020 | IJCNN | Enhancing Pre-trained Language Representation for Multi-Task Learning of Scientific Summarization. | Ruipeng Jia, Yannan Cao, Fang Fang, Jinpeng Li, Yanbing Liu, Pengfei Yin |
| 2020 | IJCNN | Improving Abstractive Summarization with Iterative Representation. | Jinpeng Li, Chuang Zhang, Xiaojun Chen, Yanan Cao, Ruipeng Jia |
| 2019 | IJCNN | Abstractive Text Summarization with Multi-Head Attention. | Jinpeng Li, Chuang Zhang, Xiaojun Chen, Yanan Cao, Pengcheng Liao, Peng Zhang |
| 2019 | NPC | High Performance DDoS Attack Detection System Based on Distribution Statistics. | Xia Xie, Jinpeng Li, Xiaoyang Hu, Hai Jin, Hanhua Chen, Xiaojing Ma, Hong Huang |
| 2016 | MICCAI | Automatic Whole-Heart Segmentation in Congenital Heart Disease Using Deeply-Supervised 3D FCN. | Jinpeng Li, Rongzhao Zhang, Lin Shi, Defeng Wang |
| 2015 | ISCAS | A fast and energy efficient binary-to-pseudo CSD converter. | Yajuan He, Ziji Zhang, Bin Ma, Jinpeng Li, Shaowei Zhen, Ping Luo, Qiang Li |
| 2013 | ICDAR | A Multi-stroke Dynamic Time Warping Distance Based on A* Optimization. | Jinpeng Li, Harold Mouchre, Christian Viard-Gaudin, Zhaoxin Chen |
| 2012 | ICFHR | Reducing Annotation Workload Using a Codebook Mapping and Its Evaluation in On-Line Handwriting. | Jinpeng Li, Harold Mouchre, Christian Viard-Gaudin |
| 2011 | IC3K | Unsupervised Handwritten Graphical Symbol Learning - Using Minimum Description Length Principle on Relational Graph. | Jinpeng Li, Christian Viard-Gaudin, Harold Mouchre |
| 2011 | ICDAR | Symbol Knowledge Extraction from a Simple Graphical Language. | Jinpeng Li, Harold Mouchre, Christian Viard-Gaudin |