Utilizing the Instability in Weakly Supervised Object Detection. - Boxiao Liu; Yan Gao 017; Nan Guo; Xiaochun Ye; Fang Wan 001; Haihang You; Dongrui Fan (CVPR Workshops, 2019)

1st Place Solutions for OpenImage2019 - Object Detection and Instance Segmentation. - Yu Liu 015; Guanglu Song; Yuhang Zang; Yan Gao 017; Enze Xie; Junjie Yan; Chen Change Loy; Xiaogang Wang 001 (CoRR, 2020)

Decoupled IoU Regression for Object Detection. - Yan Gao 017; Qimeng Wang; Xu Tang; Haochen Wang; Fei Ding; Jing Li 026; Yao Hu 002 (ACM Multimedia, 2021)

Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge. - Jiyang Qi; Yan Gao 017; Yao Hu 002; Xinggang Wang; Xiaoyu Liu; Xiang Bai; Serge J. Belongie; Alan L. Yuille; Philip H. S. Torr; Song Bai 001 (NeurIPS Datasets and Benchmarks, 2021)

Occluded Video Instance Segmentation. - Jiyang Qi; Yan Gao 017; Yao Hu 002; Xinggang Wang; Xiaoyu Liu; Xiang Bai; Serge J. Belongie; Alan L. Yuille; Philip H. S. Torr; Song Bai 001 (CoRR, 2021)

NFormer: Robust Person Re-identification with Neighbor Transformer. - Haochen Wang; Jiayi Shen; Yongtuo Liu; Yan Gao 017; Efstratios Gavves (CVPR, 2022)

Unified QA-aware Knowledge Graph Generation Based on Multi-modal Modeling. - Penggang Qin; Jiarui Yu; Yan Gao 017; Derong Xu; Yunkai Chen; Shiwei Wu; Tong Xu 001; Enhong Chen; Yanbin Hao (ACM Multimedia, 2022)

Occluded Video Instance Segmentation: A Benchmark. - Jiyang Qi; Yan Gao 017; Yao Hu 002; Xinggang Wang; Xiaoyu Liu; Xiang Bai; Serge J. Belongie; Alan L. Yuille; Philip H. S. Torr; Song Bai 001 (Int. J. Comput. Vis., 2022)

OvarNet: Towards Open-Vocabulary Object Attribute Recognition. - Keyan Chen 001; Xiaolong Jiang; Yao Hu 002; Xu Tang; Yan Gao 017; Jianqi Chen; Weidi Xie (CVPR, 2023)

2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition. - Jiasheng Zhang; Xikai Liu; Xinyi Lai; Yan Gao 017; Shusen Wang; Yao Hu 002; Yiqing Lin (EMNLP (Findings), 2023)

MVP-SEG: Multi-view Prompt Learning for Open-Vocabulary Semantic Segmentation. - Jie Guo; Qimeng Wang; Yan Gao 017; Xiaolong Jiang; Shaohui Lin; Baochang Zhang 001 (PRCV (12), 2023)

MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation. - Jie Guo; Qimeng Wang; Yan Gao 017; Xiaolong Jiang; Xu Tang; Yao Hu 002; Baochang Zhang 001 (CoRR, 2023)

Towards the Law of Capacity Gap in Distilling Language Models. - Chen Zhang 020; Dawei Song 001; Zheyu Ye; Yan Gao 017 (CoRR, 2023)

AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries. - Runqi Wang; Huixin Sun; Linlin Yang; Shaohui Lin; Chuanjian Liu; Yan Gao 017; Yao Hu 002; Baochang Zhang 001 (AAAI, 2024)

Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval. - Yan Gao 017; Zhiwei Cao; Zhongjian Miao; Baosong Yang; Shiyu Liu; Min Zhang 005; Jinsong Su (ACL (Findings), 2024)

PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference. - Dongjie Yang; Xiaodong Han; Yan Gao 017; Yao Hu 002; Shilin Zhang; Hai Zhao 001 (ACL (Findings), 2024)

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? - Zhouhong Gu; Lin Zhang; Xiaoxuan Zhu; Jiangjie Chen; Wenhao Huang; Yikai Zhang 004; Shusen Wang; Zheyu Ye; Yan Gao 017; Hongwei Feng; Yanghua Xiao (EMNLP (Findings), 2024)

Caseg: Clip-Based Action Segmentation With Learnable Text Prompt. - Suyuan Huang; Haoxin Zhang; Yanyu Xu; Yan Gao 017; Yao Hu 002; Zengchang Qin (ICIP, 2024)

Are Mixture-of-Modality-Experts Transformers Robust to Missing Modality During Training and Inferring? - Yan Gao 017; Tong Xu 001; Enhong Chen (IIP (1), 2024)

VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation. - Shiwei Wu; Joya Chen; Kevin Qinghong Lin; Qimeng Wang; Yan Gao 017; Qianli Xu; Tong Xu 001; Yao Hu 002; Enhong Chen; Mike Zheng Shou (NeurIPS, 2024)

Vript: A Video Is Worth Thousands of Words. - Dongjie Yang; Suyuan Huang; Chengqiang Lu; Xiaodong Han; Haoxin Zhang; Yan Gao 017; Yao Hu 002; Hai Zhao 001 (NeurIPS, 2024)

NoteLLM: A Retrievable Large Language Model for Note Recommendation. - Chao Zhang; Shiwei Wu; Haoxin Zhang; Tong Xu 001; Yan Gao 017; Yao Hu 002; Enhong Chen (WWW (Companion Volume), 2024)

NoteLLM: A Retrievable Large Language Model for Note Recommendation. - Chao Zhang; Shiwei Wu; Haoxin Zhang; Tong Xu 001; Yan Gao 017; Yao Hu 002; Di Wu 055; Enhong Chen (CoRR, 2024)

Agent Group Chat: An Interactive Group Chat Simulacra For Better Eliciting Collective Emergent Behavior. - Zhouhong Gu; Xiaoxuan Zhu; Haoran Guo; Lin Zhang; Yin Cai; Hao Shen; Jiangjie Chen; Zheyu Ye; Yifei Dai; Yan Gao 017; Yao Hu 002; Hongwei Feng; et al. (CoRR, 2024)

From Image to Video, what do we need in multimodal LLMs? - Suyuan Huang; Haoxin Zhang; Yan Gao 017; Yao Hu 002; Zengchang Qin (CoRR, 2024)

NoteLLM-2: Multimodal Large Representation Models for Recommendation. - Chao Zhang; Haoxin Zhang; Shiwei Wu; Di Wu 055; Tong Xu 001; Yan Gao 017; Yao Hu 002; Enhong Chen (CoRR, 2024)

Benchmarking Large Language Models for Conversational Question Answering in Multi-instructional Documents. - Shiwei Wu; Chen Zhang 020; Yan Gao 017; Qimeng Wang; Tong Xu 001; Yao Hu 002; Enhong Chen (CoRR, 2024)

ScalingNote: Scaling up Retrievers with Large Language Models for Real-World Dense Retrieval. - Suyuan Huang; Chao Zhang; Yuanyuan Wu; Haoxin Zhang; Yuan Wang; Maolin Wang 001; Shaosheng Cao; Tong Xu 001; Xiangyu Zhao 001; Zengchang Qin; Yan Gao 017; Yunhan Bai; et al. (CoRR, 2024)

TOMGPT: Reliable Text-Only Training Approach for Cost-Effective Multi-modal Large Language Model. - Yunkai Chen; Qimeng Wang; Shiwei Wu; Yan Gao 017; Tong Xu 001; Yao Hu 002 (ACM Trans. Knowl. Discov. Data, 2024)

OV-DAR: Open-Vocabulary Object Detection and Attributes Recognition. - Keyan Chen 002; Xiaolong Jiang; Haochen Wang; Cilin Yan; Yan Gao 017; Xu Tang; Yao Hu 002; Weidi Xie (Int. J. Comput. Vis., 2024)

Towards the Law of Capacity Gap in Distilling Language Models. - Chen Zhang 020; Qiuchi Li; Dawei Song 001; Zheyu Ye; Yan Gao 017; Yao Hu 002 (ACL (1), 2025)

ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty. - Meizhi Zhong; Xikai Liu; Chen Zhang 020; Yikun Lei; Yan Gao 017; Yao Hu 002; Kehai Chen; Min Zhang 005 (COLING, 2025)

Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective. - Meizhi Zhong; Chen Zhang 020; Yikun Lei; Xikai Liu; Yan Gao 017; Yao Hu 002; Kehai Chen; Min Zhang 005 (COLING, 2025)

NoteLLM-2: Multimodal Large Representation Models for Recommendation. - Chao Zhang; Haoxin Zhang; Shiwei Wu; Di Wu 055; Tong Xu 001; Xiangyu Zhao 001; Yan Gao 017; Yao Hu 002; Enhong Chen (KDD (1), 2025)

MoDification: Mixture of Depths Made Easy. - Chen Zhang 020; Meizhi Zhong; Qimeng Wang; Xuantao Lu; Zheyu Ye; Chengqiang Lu; Yan Gao 017; Yao Hu 002; Kehai Chen; Min Zhang 005; Dawei Song 001 (NAACL (Long Papers), 2025)

Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions. - Jia Chen 003; Qian Dong; Haitao Li 006; Xiaohui He 002; Yan Gao 017; Shaosheng Cao; Yi Wu; Ping Yang; Chen Xu; Yao Hu 002; Qingyao Ai; Yiqun Liu 001 (SIGIR, 2025)

PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval. - Zihan Niu; Zheyong Xie; Shaosheng Cao; Chonggang Lu; Zheyu Ye; Tong Xu 001; Zuozhu Liu; Yan Gao 017; Jia Chen 003; Zhe Xu; Yi Wu; Yao Hu 002 (SIGIR, 2025)

Plan Your Travel and Travel with Your Plan: Wide-Horizon Planning and Evaluation via LLM. - Dongjie Yang; Chengqiang Lu; Qimeng Wang; Xinbei Ma; Yan Gao 017; Yao Hu 002; Hai Zhao 001 (CoRR, 2025)

RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services. - Fei Zhao; Chonggang Lu; Yue Wang; Zheyong Xie; Ziyan Liu; Haofu Qian; JianZhao Huang; Fangcheng Shi; Zijie Meng; Hongcheng Guo; Mingqian He; Xinze Lyu; et al. (CoRR, 2025)

Decomposed Reasoning with Reinforcement Learning for Relevance Assessment in UGC Platforms. - Xiaowei Yuan; Lei Jin; Haoxin Zhang; Yan Gao 017; Yi Wu; Yao Hu 002; Ziyang Huang; Jun Zhao; Kang Liu (CoRR, 2025)