Time Series Data Augmentation for Deep Learning: A Survey. - Qingsong Wen; Liang Sun 001; Fan Yang 094; Xiaomin Song; Jingkun Gao; Xue Wang 010; Huan Xu 001 (IJCAI, 2021)

Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach. - Fan Yang 094; Kai He; Linxiao Yang; Hongxia Du; Jingbang Yang; Bo Yang 045; Liang Sun 001 (NeurIPS, 2021)

MLTR: Multi-Label Classification with Transformer. - Xing Cheng; Hezheng Lin; Xiangyu Wu; Dong Shen; Fan Yang 094; Honglin Liu; Nian Shi (ICME, 2022)

A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset. - Jiaxin Deng; Dong Shen; Haojie Pan; Xiangyu Wu; Ximan Liu; Gaofeng Meng; Fan Yang 094; Size Li; Ruiji Fu; Zhongyuan Wang 006 (CoRR, 2022)

A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset. - Jiaxin Deng; Dong Shen; Haojie Pan; Xiangyu Wu; Ximan Liu; Gaofeng Meng; Fan Yang 094; Tingting Gao; Ruiji Fu; Zhongyuan Wang 006 (ICMR, 2023)

ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer. - Jiaxin Deng; Dong Shen; Shiyao Wang 001; Xiangyu Wu; Fan Yang 094; Guorui Zhou; Gaofeng Meng (CoRR, 2023)

A Multimodal Transformer for Live Streaming Highlight Prediction. - Jiaxin Deng; Shiyao Wang 001; Dong Shen; Liqin Zhao; Fan Yang 094; Guorui Zhou; Gaofeng Meng (ICME, 2024)

Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval. - Zhenyu Yang 009; Shengsheng Qian; Dizhan Xue; Jiahong Wu; Fan Yang 094; Weiming Dong; Changsheng Xu (ACM Multimedia, 2024)

Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model. - Longrong Yang; Dong Sheng; Chaoxiang Cai; Fan Yang 094; Size Li; Di Zhang; Xi Li (CoRR, 2024)

EVLM: An Efficient Vision-Language Model for Visual Understanding. - Kaibing Chen; Dong Shen; Hanwen Zhong; Huasong Zhong; Kui Xia; Di Xu; Wei Yuan; Yifei Hu; Bin Wen; Tianke Zhang; Changyi Liu; Dewen Fan; et al. (CoRR, 2024)

Kwai-STaR: Transform LLMs into State-Transition Reasoners. - Xingyu Lu; Yuhang Hu; Changyi Liu; Tianke Zhang; Zhenyu Yang 009; Zhixiang Ding; Shengsheng Qian; Meng Du; Ruiwen Kang; Kaiyu Tang; Fan Yang 094; Tingting Gao; et al. (CoRR, 2024)

iMOVE : Instance-Motion-Aware Video Understanding. - Jiaze Li; Yaya Shi; Zongyang Ma; Haoran Xu; Yandong Bai; Huihui Xiao; Ruiwen Kang; Fan Yang 094; Tingting Gao; Di Zhang (ACL (Findings), 2025)

CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation. - Wei Chen 070; Lin Li 065; Yongqi Yang; Bin Wen; Fan Yang 094; Tingting Gao; Yu Wu 011; Long Chen 016 (CVPR, 2025)

TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types. - Jiankang Chen; Tianke Zhang; Changyi Liu; Haojie Ding; Yaya Shi; Cheng Feng; Huihui Xiao; Bin Wen; Fan Yang 094; Tingting Gao; Di Zhang (ICLR, 2025)

SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding. - Zhenyu Yang 009; Yuhang Hu; Zemin Du; Dizhan Xue; Shengsheng Qian; Jiahong Wu; Fan Yang 094; Weiming Dong; Changsheng Xu (ICLR, 2025)

External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. - Mingfu Liang; Xi Liu; Rong Jin 001; Boyang Liu; Qiuling Suo; Qinghai Zhou; Song Zhou; Laming Chen; Hua Zheng; Zhiyuan Li; Shali Jiang 003; Jiyan Yang; et al. (WWW (Companion Volume), 2025)

TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types. - Jiankang Chen; Tianke Zhang; Changyi Liu; Haojie Ding; Yaya Shi; Feng Cheng; Huihui Xiao; Bin Wen; Fan Yang 094; Tingting Gao; Di Zhang (CoRR, 2025)

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment. - Yifan Zhang 004; Tao Yu; Haochen Tian; Chaoyou Fu; Peiyan Li; Jianshu Zeng; Wulin Xie; Yang Shi; Huanyu Zhang; Junkang Wu; Xue Wang 010; Yibo Hu; et al. (CoRR, 2025)

iMOVE: Instance-Motion-Aware Video Understanding. - Jiaze Li; Yaya Shi; Zongyang Ma; Haoran Xu; Feng Cheng; Huihui Xiao; Ruiwen Kang; Fan Yang 094; Tingting Gao; Di Zhang (CoRR, 2025)

External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. - Mingfu Liang; Xi Liu; Rong Jin 001; Boyang Liu; Qiuling Suo; Qinghai Zhou; Song Zhou; Laming Chen; Hua Zheng; Zhiyuan Li; Shali Jiang 003; Jiyan Yang; et al. (CoRR, 2025)

Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding. - Haoyu Zhang; Qiaohui Chu; Meng Liu 006; Yunxiao Wang; Bin Wen; Fan Yang 094; Tingting Gao; Di Zhang; Yaowei Wang 001; Liqiang Nie (CoRR, 2025)

TIME: Temporal-sensitive Multi-dimensional Instruction Tuning and Benchmarking for Video-LLMs. - Yunxiao Wang; Meng Liu 006; Rui Shao 001; Haoyu Zhang; Bin Wen; Fan Yang 094; Tingting Gao; Di Zhang; Liqiang Nie (CoRR, 2025)

Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models. - Wei Chen 070; Xin Yan; Bin Wen; Fan Yang 094; Tingting Gao; Di Zhang; Long Chen 016 (CoRR, 2025)

InstructEngine: Instruction-driven Text-to-Image Alignment. - Xingyu Lu; Yuhang Hu; Yifan Zhang 004; Kaiyu Jiang; Changyi Liu; Tianke Zhang; Jinpeng Wang; Chun Yuan; Bin Wen; Fan Yang 094; Tingting Gao; Di Zhang (CoRR, 2025)

VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform. - Xingyu Lu; Tianke Zhang; Chang Meng; Xiaobei Wang; Jinpeng Wang; Yifan Zhang 004; Shisong Tang; Changyi Liu; Haojie Ding; Kaiyu Jiang; Kaiyu Tang; Bin Wen; et al. (CoRR, 2025)

R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning. - Yifan Zhang 004; Xingyu Lu; Xiao Hu; Chaoyou Fu; Bin Wen; Tianke Zhang; Changyi Liu; Kaiyu Jiang; Kaibing Chen; Kaiyu Tang; Haojie Ding; Jiankang Chen; et al. (CoRR, 2025)

Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation. - Qing Yu; Xiaobei Wang; Shuchang Liu 006; Yandong Bai; Xiaoyu Yang; Xueliang Wang; Chang Meng; Shanshan Wu; Hailan Yang; Huihui Xiao; Xiang Li; Fan Yang 094; et al. (CoRR, 2025)

Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning. - Xiao Hu; Xingyu Lu; Liyuan Mao; Yifan Zhang 004; Tianke Zhang; Bin Wen; Fan Yang 094; Tingting Gao; Guorui Zhou (CoRR, 2025)

OneRec Technical Report. - Guorui Zhou; Jiaxin Deng; Jinghao Zhang; Kuo Cai; Lejian Ren; Qiang Luo; Qianqian Wang; Qigen Hu; Rui Huang; Shiyao Wang 001; Weifeng Ding; Wuchao Li; et al. (CoRR, 2025)

Long-Tailed Distribution-Aware Router For Mixture-of-Experts in Large Vision-Language Model. - Chaoxiang Cai; Longrong Yang; Kaibing Chen; Fan Yang 094; Xi Li (CoRR, 2025)

Kwai Keye-VL Technical Report. - Kwai Keye Team; Biao Yang; Bin Wen; Changyi Liu; Chenglong Chu; Chengru Song; Chongling Rao; Chuan Yi; Da Li 003; Dunju Zang; Fan Yang 094; Guorui Zhou; et al. (CoRR, 2025)