Multi-Shot Temporal Event Localization: A Benchmark. - Xiaolong Liu; Yao Hu 002; Song Bai 001; Fei Ding; Xiang Bai; Philip H. S. Torr (CVPR, 2021)

SwiftNet: Real-Time Video Object Segmentation. - Haochen Wang; Xiaolong Jiang; Haibing Ren; Yao Hu 002; Song Bai 001 (CVPR, 2021)

Deep Interactive Video Inpainting: An Invisibility Cloak for Harry Potter. - Cheng Chen; Jiayin Cai; Yao Hu 002; Xu Tang; Xinggang Wang; Chun Yuan; Xiang Bai; Song Bai 001 (ACM Multimedia, 2021)

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)

Linking the Characters: Video-oriented Social Graph Generation via Hierarchical-cumulative GCN. - Shiwei Wu; Joya Chen; Tong Xu 001; Liyi Chen 001; Lingfei Wu 001; Yao Hu 002; Enhong Chen (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)

Pyramid Self-attention for Semantic Segmentation. - Jiyang Qi; Xinggang Wang; Yao Hu 002; Xu Tang; Wenyu Liu 001 (PRCV (1), 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)

End-to-end Temporal Action Detection with Transformer. - Xiaolong Liu; Qimeng Wang; Yao Hu 002; Xu Tang; Song Bai 001; Xiang Bai (CoRR, 2021)

Socializing the Videos: A Multimodal Approach for Social Relation Recognition. - Tong Xu 001; Peilun Zhou; Linkang Hu; Xiangnan He 001; Yao Hu 002; Enhong Chen (ACM Trans. Multim. Comput. Commun. Appl., 2021)

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)

End-to-End Temporal Action Detection With Transformer. - Xiaolong Liu; Qimeng Wang; Yao Hu 002; Xu Tang; Shiwei Zhang; Song Bai 001; Xiang Bai (IEEE Trans. Image Process., 2022)

Horizontal-to-Vertical Video Conversion. - Tun Zhu; Daoxin Zhang; Yao Hu 002; Tianran Wang; Xiaolong Jiang; Jianke Zhu; Jiawei Li (IEEE Trans. Multim., 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)

Towards Open-Vocabulary Video Instance Segmentation. - Haochen Wang; Xiaolong Jiang; Xu Tang; Yao Hu 002; Cilin Yan; Weidi Xie; Shuai Wang 054; Efstratios Gavves (ICCV, 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)

PiClick: Picking the desired mask in click-based interactive segmentation. - Cilin Yan; Haochen Wang; Jie Liu 043; Xiaolong Jiang; Yao Hu 002; Xu Tang; Guoliang Kang; Efstratios Gavves (CoRR, 2023)

ZONE: Zero-Shot Instruction-Guided Local Editing. - Shanglin Li; Bohan Zeng; Yutang Feng; Sicheng Gao; Xuhui Liu; Jiaming Liu; Li Lin; Xu Tang; Yao Hu 002; Jianzhuang Liu; Baochang Zhang 001 (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)

Controllable Mind Visual Diffusion Model. - Bohan Zeng; Shanglin Li; Xuhui Liu; Sicheng Gao; Xiaolong Jiang; Xu Tang; Yao Hu 002; Jianzhuang Liu; Baochang Zhang 001 (AAAI, 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)

ZONE: Zero-Shot Instruction-Guided Local Editing. - Shanglin Li; Bohan Zeng; Yutang Feng; Sicheng Gao; Xiuhui Liu; Jiaming Liu; Lin Li; Xu Tang; Yao Hu 002; Jianzhuang Liu; Baochang Zhang 001 (CVPR, 2024)

SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation. - Yuxuan Zhang 001; Yiren Song; Jiaming Liu; Rui Wang 124; Jinpeng Yu 002; Hao Tang; Huaxia Li; Xu Tang; Yao Hu 002; Han Pan; Zhongliang Jing (CVPR, 2024)

VISA: Reasoning Video Object Segmentation via Large Language Models. - Cilin Yan; Haochen Wang; Shilin Yan; Xiaolong Jiang; Yao Hu 002; Guoliang Kang; Weidi Xie; Efstratios Gavves (ECCV (15), 2024)

Bi-Level User Modeling for Deep Recommenders. - Yejing Wang; Dong Xu; Xiangyu Zhao 001; Zhiren Mao; Peng Xiang; Ling Yan; Yao Hu 002; Zijian Zhang 009; Xuetao Wei; Qidong Liu 002 (ICDM, 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)

Knowledge-Enhanced Multi-perspective Incongruity Perception Network for Multimodal Sarcasm Detection. - Zihan Niu; Zheyong Xie; Tong Xu 001; Xiangfeng Wang; Yao Hu 002; Ying Yu; Enhong Chen (ICME, 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)

Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model. - Yuxuan Zhang 001; Lifu Wei; Qing Zhang; Yiren Song; Jiaming Liu; Huaxia Li; Xu Tang; Yao Hu 002; Haibo Zhao (CoRR, 2024)

StableGarment: Garment-Centric Generation via Stable Diffusion. - Rui Wang 124; Hailong Guo; Jiaming Liu; Huaxia Li; Haibo Zhao; Xu Tang; Yao Hu 002; Hao Tang; Peipei Li (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)

From a Social Cognitive Perspective: Context-aware Visual Social Relationship Recognition. - Shiwei Wu; Chao Zhang; Joya Chen; Tong Xu 001; Likang Wu; Yao Hu 002; Enhong Chen (CoRR, 2024)

Mining Open Semantics from CLIP: A Relation Transition Perspective for Few-Shot Learning. - Cilin Yan; Haochen Wang; Xiaolong Jiang; Yao Hu 002; Xu Tang; Guoliang Kang; Efstratios Gavves (CoRR, 2024)

Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance. - Cunzheng Wang; Ziyuan Guo; Yuxuan Duan; Huaxia Li; Nemo Chen; Xu Tang; Yao Hu 002 (CoRR, 2024)

P4Q: Learning to Prompt for Quantization in Visual-language Models. - Huixin Sun; Runqi Wang; Yanjing Li; Xianbin Cao 001; Xiaolong Jiang; Yao Hu 002; Baochang Zhang 001 (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)

GPRec: Bi-level User Modeling for Deep Recommenders. - Yejing Wang; Dong Xu; Xiangyu Zhao 001; Zhiren Mao; Peng Xiang; Ling Yan; Yao Hu 002; Zijian Zhang 009; Xuetao Wei; Qidong Liu 002 (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)

LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant. - Yikun Liu; Pingan Chen; Jiayin Cai; Xiaolong Jiang; Yao Hu 002; Jiangchao Yao; Yanfeng Wang 001; Weidi Xie (CoRR, 2024)

Single Trajectory Distillation for Accelerating Image and Video Style Transfer. - Sijie Xu; Runqi Wang; Wei Zhu; Dejia Song; Nemo Chen; Xu Tang; Yao Hu 002 (CoRR, 2024)

PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation. - Cilin Yan; Haochen Wang; Jie Liu 043; Xiaolong Jiang; Yao Hu 002; Xu Tang; Guoliang Kang; Efstratios Gavves (Neurocomputing, 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)

OV-VIS: Open-Vocabulary Video Instance Segmentation. - Haochen Wang; Cilin Yan; Keyan Chen 002; Xiaolong Jiang; Xu Tang; Yao Hu 002; Guoliang Kang; Weidi Xie; Efstratios Gavves (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)

LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant. - Yikun Liu; Yajie Zhang; Jiayin Cai; Xiaolong Jiang; Yao Hu 002; Jiangchao Yao; Yanfeng Wang 001; Weidi Xie (CVPR, 2025)

DynaPrompt: Dynamic Test-Time Prompt Tuning. - Zehao Xiao; Shilin Yan; Jack Hong; Jiayin Cai; Xiaolong Jiang; Yao Hu 002; Jiayi Shen; Cheems Wang; Cees G. M. Snoek (ICLR, 2025)

A Sanity Check for AI-generated Image Detection. - Shilin Yan; Ouxiang Li; Jiayin Cai; Yanbin Hao; Xiaolong Jiang; Yao Hu 002; Weidi Xie (ICLR, 2025)

Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective. - Ouxiang Li; Jiayin Cai; Yanbin Hao; Xiaolong Jiang; Yao Hu 002; Fuli Feng (KDD (1), 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)

Scalable Overload-Aware Graph-Based Index Construction for 10-Billion-Scale Vector Similarity Search. - Yang Shi; Yiping Sun; Jiaolong Du; Xiaocheng Zhong; Zhiyong Wang; Yao Hu 002 (WWW (Companion Volume), 2025)

DynamicFace: High-Quality and Consistent Video Face Swapping using Composable 3D Facial Priors. - Runqi Wang; Sijie Xu; Tianyao He; Yang Chen; Wei Zhu; Dejia Song; Nemo Chen; Xu Tang; Yao Hu 002 (CoRR, 2025)

FireRedASR: Open-Source Industrial-Grade Mandarin Speech Recognition Models from Encoder-Decoder to LLM Integration. - Kaituo Xu; Feng-Long Xie; Xu Tang; Yao Hu 002 (CoRR, 2025)

DynaPrompt: Dynamic Test-Time Prompt Tuning. - Zehao Xiao; Shilin Yan; Jack Hong; Jiayin Cai; Xiaolong Jiang; Yao Hu 002; Jiayi Shen; Qi Wang; Cees G. M. Snoek (CoRR, 2025)

WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs. - Jack Hong; Shilin Yan; Jiayin Cai; Xiaolong Jiang; Yao Hu 002; Weidi Xie (CoRR, 2025)

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models. - Wenxuan Huang 001; Bohan Jia; Zijie Zhai; Shaosheng Cao; Zheyu Ye; Fei Zhao; Zhe Xu; Yao Hu 002; Shaohui Lin (CoRR, 2025)

CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection. - Zhichao Sun; Huazhang Hu; Yidong Ma; Gang Liu; Nemo Chen; Xu Tang; Yao Hu 002; Yongchao Xu (CoRR, 2025)

FireRedTTS-1S: An Upgraded Streamable Foundation Text-to-Speech System. - Haohan Guo; Kun Xie; Yi-Chen Wu; Feng-Long Xie; Xu Tang; Yao Hu 002 (CoRR, 2025)

Hierarchical Self-Distilled Feature Learning for Fine-Grained Visual Categorization. - Yutao Hu 002; Xiaolong Jiang; Xuhui Liu; Xiaoyan Luo; Yao Hu 002; Xianbin Cao 001; Baochang Zhang 001; Jun Zhang 007 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Redefining Machine Translation on Social Network Services with Large Language Models. - Hongcheng Guo; Fei Zhao; Shaosheng Cao; Xinze Lyu; Ziyan Liu; Yue Wang; Boyang Wang; Zhoujun Li 001; Chonggang Lu; Zhe Xu; Yao Hu 002 (CoRR, 2025)

MT3: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning. - Zhaopeng Feng; Yupu Liang; Shaosheng Cao; Jiayuan Su; Jiahan Ren; Zhe Xu; Yao Hu 002; Wenxuan Huang 001; Jian Wu; Zuozhu Liu (CoRR, 2025)

Progressive Scaling Visual Object Tracking. - Jack Hong; Shilin Yan; Zehao Xiao; Jiayin Cai; Xiaolong Jiang; Yao Hu 002; Henghui Ding (CoRR, 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)

AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need. - Zhouhong Gu; Xiaoxuan Zhu; Yin Cai; Hao Shen; Xingzhou Chen; Qingyi Wang; Jialin Li; Xiaoran Shi; Haoran Guo; Wenxuan Huang 001; Hongwei Feng; Yanghua Xiao; et al. (CoRR, 2025)

Flux-Sculptor: Text-Driven Rich-Attribute Portrait Editing through Decomposed Spatial Flow Control. - Tianyao He; Runqi Wang; Yang Chen; Dejia Song; Nemo Chen; Xu Tang; Yao Hu 002 (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)

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation. - Qian Dong; Jia Chen 003; Qingyao Ai; Hongning Wang; Haitao Li 006; Yi Wu; Yao Hu 002; Yiqun Liu 001; Shaoping Ma (CoRR, 2025)

Object-centric Video Question Answering with Visual Grounding and Referring. - Haochen Wang; Qirui Chen; Cilin Yan; Jiayin Cai; Xiaolong Jiang; Yao Hu 002; Weidi Xie; Stratis Gavves (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)