| 2026 | AAAI | Next Patch Prediction for AutoRegressive Visual Generation. | Yatian Pang, Peng Jin, Shuo Yang, Bin Zhu, Bin Lin, Chaoran Feng, Zhenyu Tang, Liuhan Chen, Francis E. H. Tay, Ser-Nam Lim, Harry Yang, Li Yuan |
| 2025 | AAAI | Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation. | Zesen Cheng, Kehan Li, Hao Li, Peng Jin, Xiawu Zheng, Chang Liu, Jie Chen |
| 2025 | AAAI | MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval. | Haoran Tang, Meng Cao, Jinfa Huang, Ruyang Liu, Peng Jin, Ge Li, Xiaodan Liang |
| 2025 | CSCWD | Pose-Based Isolated Sign Language Recognition with Semantic Mapping and CorrFormer. | Guangxue Wang, Bing Wang, Haoyang Zhai, Qin Tao, Siyuan Jing, Peng Jin |
| 2025 | CSCWD | Isolated Sign Language Recognition Based on Heterogeneous Attention and Wavelet Temporal Graph Convolutional Networks. | Haoyang Zhai, Bing Wang, Zhenling Chen, Guangxue Wang, Siyuan Jing, Peng Jin |
| 2025 | CVPR | VSNet: Focusing on the Linguistic Characteristics of Sign Language. | Yuhao Li, Xinyue Chen, Hongkai Li, Xiaorong Pu, Peng Jin, Yazhou Ren |
| 2025 | ICCV | LlaVA-CoT: Let Vision Language Models Reason Step-By-Step. | Guowei Xu, Peng Jin, Ziang Wu, Hao Li, Yibing Song, Lichao Sun, Li Yuan |
| 2025 | ICLR | MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts. | Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan |
| 2025 | ICML | MoH: Multi-Head Attention as Mixture-of-Head Attention. | Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan |
| 2025 | ICML | Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection. | Zhiyuan Yan, Jiangming Wang, Peng Jin, Ke-Yue Zhang, Chengchun Liu, Shen Chen, Taiping Yao, Shouhong Ding, Baoyuan Wu, Li Yuan |
| 2025 | KSEM | MFTP: Multi-round Feedback for Dynamic Travel Itinerary Optimization. | Yunfei Lu, Peng Jin, Yifan Zhang, Lingjiao Xu, Bing Wang, Xingyuan Chen |
| 2024 | AAAI | Parallel Vertex Diffusion for Unified Visual Grounding. | Zesen Cheng, Kehan Li, Peng Jin, Siheng Li, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen |
| 2024 | ACL | RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter. | Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li |
| 2024 | ACL | Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs. | Jian Liu, Zihe Liu, Xueqiang Lyu, Peng Jin, Jinan Xu |
| 2024 | CVPR | Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding. | Peng Jin, Ryuichi Takanobu, Wancai Zhang, Xiaochun Cao, Li Yuan |
| 2024 | ECCV | Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation. | Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Runyi Yu, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen |
| 2024 | ECCV | FreestyleRet: Retrieving Images from Style-Diversified Queries. | Hao Li, Yanhao Jia, Peng Jin, Zesen Cheng, Kehan Li, Jialu Sui, Chang Liu, Li Yuan |
| 2024 | ECCV | Repaint123: Fast and High-Quality One Image to 3D Generation with Progressive Controllable Repainting. | Junwu Zhang, Zhenyu Tang, Yatian Pang, Xinhua Cheng, Peng Jin, Yida Wei, Xing Zhou, Munan Ning, Li Yuan |
| 2024 | EMNLP | Video-LLaVA: Learning United Visual Representation by Alignment Before Projection. | Bin Lin, Yang Ye, Bin Zhu, Jiaxi Cui, Munan Ning, Peng Jin, Li Yuan |
| 2024 | EMNLP | LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference. | Zhongwei Wan, Ziang Wu, Che Liu, Jinfa Huang, Zhihong Zhu, Peng Jin, Longyue Wang, Li Yuan |
| 2024 | ICML | Auto-Linear Phenomenon in Subsurface Imaging. | Yinan Feng, Yinpeng Chen, Peng Jin, Shihang Feng, Youzuo Lin |
| 2024 | ICML | SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models. | Dongyang Liu, Renrui Zhang, Longtian Qiu, Siyuan Huang, Weifeng Lin, Shitian Zhao, Shijie Geng, Ziyi Lin, Peng Jin, Kaipeng Zhang, Wenqi Shao, Chao Xu, Conghui He, Junjun He, Hao Shao, Pan Lu, Yu Qiao, Hongsheng Li, Peng Gao |
| 2024 | ICONIP | STD: Using Self-attention Discriminators to Improve Speech Synthesis. | Kuan Guo, Xingyuan Chen, Yicui Peng, Bing Wang, Weishan Feng, Chunhao Wang, Peng Jin |
| 2024 | KSEM | Exploring Language Diversity to Improve Neural Text Generation. | Lingjiao Xu, Xingyuan Chen, Bing Wang, Peng Jin |
| 2023 | CVPR | Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning. | Peng Jin, Jinfa Huang, Pengfei Xiong, Shangxuan Tian, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen |
| 2023 | ICCV | DiffusionRet: Generative Text-Video Retrieval with Diffusion Model. | Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Xiangyang Ji, Chang Liu, Li Yuan, Jie Chen |
| 2023 | ICCV | Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation. | Kehan Li, Yian Zhao, Zhennan Wang, Zesen Cheng, Peng Jin, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen |
| 2023 | ICNC | Research on UAV Small Target Detection Algorithm Based on Improved YOLOv5s. | Gaihua Wang, Peng Jin |
| 2023 | IJCAI | WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation. | Zesen Cheng, Peng Jin, Hao Li, Kehan Li, Siheng Li, Xiangyang Ji, Chang Liu, Jie Chen |
| 2023 | IJCAI | Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment. | Peng Jin, Hao Li, Zesen Cheng, Jinfa Huang, Zhennan Wang, Li Yuan, Chang Liu, Jie Chen |
| 2023 | IJCAI | TG-VQA: Ternary Game of Video Question Answering. | Hao Li, Peng Jin, Zesen Cheng, Songyang Zhang, Kai Chen, Zhennan Wang, Chang Liu, Jie Chen |
| 2023 | MICCAI | Synthetic Augmentation with Large-Scale Unconditional Pre-training. | Jiarong Ye, Haomiao Ni, Peng Jin, Sharon X. Huang, Yuan Xue |
| 2022 | CAV | Trainify: A CEGAR-Driven Training and Verification Framework for Safe Deep Reinforcement Learning. | Peng Jin, Jiaxu Tian, Dapeng Zhi, Xuejun Wen, Min Zhang |
| 2022 | CIS | A primary study on diversity of question generation. | Lingjiao Xu, Xingyuan Chen, Bing Wang, Peng Jin |
| 2022 | ICLR | Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. | Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin |
| 2022 | ICML | An Intriguing Property of Geophysics Inversion. | Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin |
| 2022 | SEKE | Efficient LTL Model Checking of Deep Reinforcement Learning Systems using Policy Extraction. | Peng Jin, Yang Wang, Min Zhang |
| 2021 | CIS | Dropout Token To Improve Neural Language Model. | Peng Jin, Lingjiao Xu, Bing Wang, Xingyuan Chen |
| 2021 | CIS | Gradient-based Dynamic Dropout. | Limin Ma, Xingyuan Chen, Bin Wang, Peng Jin |
| 2020 | CIS | The errors analysis of natural language generation - A case study of Topic-to-Essay generation. | Ping Cai, Xingyuan Chen, Hongjun Wang, Peng Jin |
| 2017 | AMIA | Criteria2Query: Automatically Transforming Clinical Research Eligibility Criteria Text to OMOP Common Data Model (CDM)-based Cohort Queries. | Chi Yuan, Patrick B. Ryan, Yixuan Guo, Peng Jin, Tian Kang, Chunhua Weng |
| 2016 | CIS | Parallel Acceleration of IBM Alignment Model based on Lock-Free Hash Table. | Si-Yuan Jing, Gaorong Yan, Xingyuan Chen, Peng Jin, Zhaoyi Guo |
| 2016 | DASC | A Fault Injection Simulation Method Based on Petri Net. | Haitao Liu, Yu Huang, Guangxian Lv, Peng Jin, Xueyuan Su |
| 2016 | IJCAI | Bag-of-Embeddings for Text Classification. | Peng Jin, Yue Zhang, Xingyuan Chen, Yunqing Xia |
| 2016 | PDCAT | CUDA-Based Parallel Implementation of IBM Word Alignment Algorithm for Statistical Machine Translation. | Si-Yuan Jing, Gaorong Yan, Xingyuan Chen, Peng Jin, Zhaoyi Guo |
| 2015 | AAAI | Dataless Text Classification with Descriptive LDA. | Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll |
| 2014 | COLING | Multi-view Chinese Treebanking. | Likun Qiu, Yue Zhang, Peng Jin, Houfeng Wang |
| 2013 | CIS | A Word Sense Probabilistic Topic Model. | Peng Jin, Xingyuan Chen |
| 2013 | CIS | Inducing Word Senses for Cross-lingual Document Clustering. | Guoyu Tang, Yunqing Xia, Erik Cambria, Peng Jin |
| 2012 | ICMLC | Computation of bilingual word similarities by metaphorical properties. | Haibo Kuang, Bin Li, Chen Chen, Peng Jin, Xiaohe Chen |
| 2012 | ICNC | Computation on spectral radius of a graph. | Tianfei Wang, Peng Jin, Bin Li |
| 2012 | LREC | CLTC: A Chinese-English Cross-lingual Topic Corpus. | Yunqing Xia, Guoyu Tang, Peng Jin, Xia Yang |
| 2011 | CICLING | Measuring Chinese-English Cross-Lingual Word Similarity with | Yunqing Xia, Taotao Zhao, Jian-Min Yao, Peng Jin |
| 2011 | CIS | Improved Word Similarity Computation for Chinese Using Sub-word Information. | Peng Jin, John Carroll, Yunfang Wu, Diana McCarthy |
| 2011 | CIS | A Method for New Word Extraction on Chinese Large-scale Query Logs. | Rui Sun, Peng Jin, Juan Lai |
| 2009 | ICNC | Improved Method for Network Danger Evaluation Based on Immunology Principle. | Jin Yang, Peng Jin, YanWei Hong, Gang Luo |
| 2009 | NAACL | Estimating and Exploiting the Entropy of Sense Distributions. | Peng Jin, Diana McCarthy, Rob Koeling, John Carroll |
| 2007 | CICLING | Word Clustering for Collocation-Based Word Sense Disambiguation. | Peng Jin, Xu Sun, Yunfang Wu, Shiwen Yu |
| 2007 | ICCD | Amdahl's figure of merit, SiGe HBT BiCMOS, and 3D chip stacking. | Philip Jacob, Aamir Zia, Okan Erdogan, Paul M. Belemjian, Peng Jin, Jin Woo Kim, Michael Chu, Russell P. Kraft, John F. McDonald |
| 2006 | PRICAI | Application Architecture of Data Mining in Telecom Customer Relationship Management Based on Swarm Intelligence. | Peng Jin, Yunlong Zhu, Sufen Li, Kunyuan Hu |