Han Li - RankMe

149 papers A* 37A 16Misc 1Journal 93Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ALPBench: A Benchmark for Attribution-level Long-term Personal Behavior Understanding. CoRR Lu Ren, Junda She, Xinchen Luo, Tao Wang, Xin Ye, Xu Zhang, Muxuan Wang, Xiao Yang, Chenguang Wang, Fei Xie, Yiwei Zhou, Danjun Wu, Guodong Zhang, Yifei Hu, Guoying Zheng, Shujie Yang, Xingmei Wang, Shiyao Wang, Yukun Zhou, Fan Yang, Size Li, Kuo Cai, Qiang Luo, Ruiming Tang, Han Li, Kun Gai
2026	J	`jnl`	ASR-Enhanced Multimodal Representation Learning for Cross-Domain Product Retrieval. IEEE Trans. Multim. Ruixiang Zhao, Jian Jia, Yan Li, Xuehan Bai, Quan Chen, Han Li, Peng Jiang, Xirong Li
2026	J	`jnl`	CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval. CoRR Zhipeng Qian, Zihan Liang, Yufei Ma, Ben Chen, Huangyu Dai, Yiwei Ma, Jiayi Ji, Chenyi Lei, Han Li, Xiaoshuai Sun
2026	J	`jnl`	ContextRL: Enhancing MLLM's Knowledge Discovery Efficiency with Context-Augmented RL. CoRR Xingyu Lu, Jinpeng Wang, Yifan Zhang, Shijie Ma, Xiao Hu, Tianke Zhang, Haonan Fan, Kaiyu Jiang, Changyi Liu, Kaiyu Tang, Bin Wen, Fan Yang, Tingting Gao, Han Li, Chun Yuan
2026	J	`jnl`	DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing. CoRR Qian Cao, Yahui Liu, Wei Bi, Yi Zhao, Ruihua Song, Xiting Wang, Ruiming Tang, Guorui Zhou, Han Li
2026	J	`jnl`	DeepSynth-Eval: Objectively Evaluating Information Consolidation in Deep Survey Writing. CoRR Hongzhi Zhang, Yuanze Hu, Tinghai Zhang, Jia Fu, Tao Wang, Junwei Jing, Zhaoxin Fan, Qi Wang, Ruiming Tang, Han Li, Guorui Zhou, Kun Gai
2026	A*	`conf`	DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou. WWW Qinyao Li, Xiaoyang Zheng, Qihang Zhao, Ke Xu, Zhongbo Sun, Chao Wang, Chenyi Lei, Han Li, Wenwu Ou
2026	A*	`conf`	DualGR: Generative Retrieval with Long and Short-Term Interests Modeling. WWW Zhongchao Yi, Kai Feng, Xiaojian Ma, Yalong Wang, Yongqi Liu, Han Li, Zhengyang Zhou, Yang Wang
2026	J	`jnl`	FlashEvaluator: Expanding Search Space with Parallel Evaluation. CoRR Chao Feng, Yuanhao Pu, Chenghao Zhang, Shanqi Liu, Shuchang Liu, Xiang Li, Yongqi Liu, Lantao Hu, Kaiqiao Zhan, Han Li, Kun Gai
2026	J	`jnl`	GEMs: Breaking the Long-Sequence Barrier in Generative Recommendation with a Multi-Stream Decoder. CoRR Yu Zhou, Chengcheng Guo, Kuo Cai, Ji Liu, Qiang Luo, Ruiming Tang, Han Li, Kun Gai, Guorui Zhou
2026	J	`jnl`	GISA: A Benchmark for General Information-Seeking Assistant. CoRR Yutao Zhu, Xingshuo Zhang, Maosen Zhang, Jiajie Jin, Liancheng Zhang, Xiaoshuai Song, Kangzhi Zhao, Wencong Zeng, Ruiming Tang, Han Li, Ji-Rong Wen, Zhicheng Dou
2026	J	`jnl`	GLASS: A Generative Recommender for Long-sequence Modeling via SID-Tier and Semantic Search. CoRR Shiteng Cao, Junda She, Ji Liu, Bing Zeng, Chengcheng Guo, Kuo Cai, Qiang Luo, Ruiming Tang, Han Li, Kun Gai, Zhiheng Li, Cheng Yang
2026	A*	`conf`	GRADE: Personalized Multi-Task Fusion via Group-Relative Reinforcement Learning with Adaptive Dirichlet Exploration. WWW Tingfeng Hong, Pingye Ren, Xinlong Xiao, Chao Wang, Chenyi Lei, Wenwu Ou, Han Li
2026	J	`jnl`	Generative Recommendation for Large-Scale Advertising. CoRR Ben Xue, Dan Liu, Lixiang Wang, Mingjie Sun, Peng Wang, Pengfei Zhang, Shaoyun Shi, Tianyu Xu, Yunhao Sha, Zhiqiang Liu, Bo Kong, Bo Wang, Hang Yang, Jieting Xue, Junhao Wang, Shengyu Wang, Shuping Hui, Wencai Ye, Xiao Lin, Yongzhi Li, Yuhang Chen, Zhihui Yin, Quan Chen, Shiyang Wen, Wenjin Wu, Han Li, Guorui Zhou, Changcheng Li, Peng Jiang
2026	A*	`conf`	Generative Regression Based Watch Time Prediction for Short-Video Recommendation. WWW Hongxu Ma, Kai Tian, Tao Zhang, Xuefeng Zhang, Han Zhou, Chenghou Jin, Chunjie Chen, Han Li, Jihong Guan, Shuigeng Zhou
2026	J	`jnl`	Kelix Technical Report. CoRR Boyang Ding, Chenglong Chu, Dunju Zang, Han Li, Jiangxia Cao, Kun Gai, Muhao Wei, Ruiming Tang, Shiyao Wang, Siyang Mao, Xinchen Luo, Yahui Liu, Zhixin Ling, Zhuoran Yang, Ziming Li, Chengru Song, Guorui Zhou, Guowang Zhang, Hao Peng, Hao Wang, Jiaxin Deng, Jin Ouyang, Jinghao Zhang, Lejian Ren, Qianqian Wang, Qigen Hu, Tao Wang, Xing-wei Wang, Yiping Yang, Zixing Zhang, Ziqi Wang
2026	J	`jnl`	MaRI: Accelerating Ranking Model Inference via Structural Re-parameterization in Large Scale Recommendation System. CoRR Yusheng Huang, Pengbo Xu, Shen Wang, Changxin Lao, Jiangxia Cao, Shuang Wen, Shuang Yang, Zhaojie Liu, Han Li, Kun Gai
2026	J	`jnl`	MuonRec: Shifting the Optimizer Paradigm Beyond Adam in Scalable Generative Recommendation. CoRR Rong Shan, Aofan Yu, Bo Chen, Kuo Cai, Qiang Luo, Ruiming Tang, Han Li, Weiwen Liu, Weinan Zhang, Jianghao Lin
2026	J	`jnl`	OneLive: Dynamically Unified Generative Framework for Live-Streaming Recommendation. CoRR Shen Wang, Yusheng Huang, Ruochen Yang, Shuang Wen, Pengbo Xu, Jiangxia Cao, Yueyang Liu, Kuo Cai, Chengcheng Guo, Shiyao Wang, Xinchen Luo, Qiang Luo, Ruiming Tang, Shuang Yang, Zhaojie Liu, Guorui Zhou, Han Li, Kun Gai
2026	J	`jnl`	OneMall: One Architecture, More Scenarios - End-to-End Generative Recommender Family at Kuaishou E-Commerce. CoRR Kun Zhang, Jingming Zhang, Wei Cheng, Yansong Cheng, Jiaqi Zhang, Hao Lu, Xu Zhang, Haixiang Gan, Jiangxia Cao, Tenglong Wang, Ximing Zhang, Boyang Xia, Kuo Cai, Shiyao Wang, Hongjian Dou, Jinkai Yu, Mingxing Wen, Qiang Luo, Dongxu Liang, Chenyi Lei, Jun Wang, Runan Liu, Zhaojie Liu, Ruiming Tang, Tingting Gao, Shaoguo Liu, Yuqing Ding, Hui Kong, Han Li, Guorui Zhou, Wenwu Ou, Kun Gai
2026	J	`jnl`	OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework. CoRR Ben Chen, Siyuan Wang, Yufei Ma, Zihan Liang, Xuxin Zhang, Yue Lv, Ying Yang, Huangyu Dai, Lingtao Mao, Tong Zhao, Zhipeng Qian, Xinyu Sun, Zhixin Zhai, Yang Zhao, Bochao Liu, Jingshan Lv, Xiao Liang, Hui Kong, Jing Chen, Han Li, Chenyi Lei, Wenwu Ou, Kun Gai
2026	A*	`conf`	OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion. AAAI Xian Guo, Ben Chen, Siyuan Wang, Ying Yang, Mingyue Cheng, Chenyi Lei, Yuqing Ding, Han Li
2026	J	`jnl`	PROMISE: Process Reward Models Unlock Test-Time Scaling Laws in Generative Recommendations. CoRR Chengcheng Guo, Kuo Cai, Yu Zhou, Qiang Luo, Ruiming Tang, Han Li, Kun Gai, Guorui Zhou
2026	J	`jnl`	Prediction model of liver function through facial images using deep learning for liver cancer patients. Biomed. Signal Process. Control. Ai-xian Zhang, Yang Yang, Bo Yang, Qing-lun Gao, Yu-Xuan Wang, Di Jing, Han Li, Jia-rui Chen, Li-zhao Yu, Yan-peng Li, Tao Zeng, Bo-yuan Liu, Shuo Zhao, Xue-ling Zu, Xiu-ping Zhang, Zhen Lei, Ming-gen Hu
2026	J	`jnl`	QARM V2: Quantitative Alignment Multi-Modal Recommendation for Reasoning User Sequence Modeling. CoRR Tian Xia, Jiaqi Zhang, Yueyang Liu, Hongjian Dou, Tingya Yin, Jiangxia Cao, Xulei Liang, Tianlu Xie, Lihao Liu, Xiang Chen, Shen Wang, Changxin Lao, Haixiang Gan, Jinkai Yu, Keting Cen, Lu Hao, Xu Zhang, Qiqiang Zhong, Zhongbo Sun, Yiyu Wang, Shuang Yang, Mingxin Wen, Xiangyu Wu, Shaoguo Liu, Tingting Gao, Zhaojie Liu, Han Li, Kun Gai
2026	J	`jnl`	SARM: LLM-Augmented Semantic Anchor for End-to-End Live-Streaming Ranking. CoRR Ruochen Yang, Yueyang Liu, Zijie Zhuang, Changxin Lao, Yuhui Zhang, Jiangxia Cao, Xu Jia, Xiang Chen, Haoke Xiao, Xiangyu Wu, Xiaoyou Zhou, Xiao Lv, Shuang Yang, Tingwen Liu, Zhaojie Liu, Han Li, Kun Gai
2026	J	`jnl`	SMES: Towards Scalable Multi-Task Recommendation via Expert Sparsity. CoRR Yukun Zhang, Si Dong, Xu Wang, Bo Chen, Qinglin Jia, Shengzhe Wang, Jinlong Jiao, Runhan Li, Jiaqing Liu, Chaoyi Ma, Ruiming Tang, Guorui Zhou, Han Li, Kun Gai
2026	J	`jnl`	SOLAR: SVD-Optimized Lifelong Attention for Recommendation. CoRR Chenghao Zhang, Chao Feng, Yuanhao Pu, Xunyong Yang, Wenhui Yu, Xiang Li, Yongqi Liu, Lantao Hu, Kaiqiao Zhan, Han Li, Kun Gai
2026	A*	`conf`	Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce. WWW Zhiding Liu, Ben Chen, Mingyue Cheng, Enhong Chen, Li Li, Chenyi Lei, Wenwu Ou, Han Li, Kun Gai
2026	J	`jnl`	Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation. CoRR Na Li, Jiaqi Yu, Minzhi Xie, Tiantian He, Xiaoxiao Xu, Zixiu Wang, Lantao Hu, Yongqi Liu, Han Li, Kaiqiao Zhan, Kun Gai
2026	J	`jnl`	Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers. CoRR Zhiyang Zhang, Junda She, Kuo Cai, Bo Chen, Shiyao Wang, Xinchen Luo, Qiang Luo, Ruiming Tang, Han Li, Kun Gai, Guorui Zhou
2026	J	`jnl`	VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos. CoRR Wenqi Liu, Yunxiao Wang, Shijie Ma, Meng Liu, Qile Su, Tianke Zhang, Haonan Fan, Changyi Liu, Kaiyu Jiang, Jiankang Chen, Kaiyu Tang, Bin Wen, Fan Yang, Tingting Gao, Han Li, Yinwei Wei, Xuemeng Song
2026	J	`jnl`	WebTestBench: Evaluating Computer-Use Agents towards End-to-End Automated Web Testing. CoRR Fanheng Kong, Jingyuan Zhang, Yang Yue, Chenxi Sun, Yang Tian, Shi Feng, Xiaocui Yang, Daling Wang, Yu Tian, Jun Du, Wenchong Zeng, Han Li, Kun Gai
2025	—	`conf`	A Cold-start Recommendation System at Kuaishou Designed from the Short-video Perspective. WWW (Companion Volume) Gaode Chen, Ruina Sun, Yinjie Jiang, Tianxiang Li, Yinlong Dai, Qifan Shi, Xiaojie Qin, Jialong Fu, Piaoyi Chen, Ronggeng Huang, Na Li, Qi Zhang, Jiang Liang, Han Li, Kun Gai
2025	J	`jnl`	An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation. CoRR Tiantian He, Minzhi Xie, Runtong Li, Xiaoxiao Xu, Jiaqi Yu, Zixiu Wang, Lantao Hu, Han Li, Kun Gai
2025	A	`conf`	Balancing Revenue and Privacy with Signaling Schemes in Online Ad Auctions. WSDM Hongtao Liu, Luxi Chen, Yiming Ding, Changcheng Li, Han Li, Peng Jiang, Weiran Shen
2025	J	`jnl`	Breaking the Likelihood Trap: Consistent Generative Recommendation with Graph-structured Model. CoRR Qiya Yang, Xiaoxi Liang, Zeping Xiao, Yingjie Deng, Yalong Wang, Yongqi Liu, Han Li
2025	—	`conf`	Comment Staytime Prediction with LLM-enhanced Comment Understanding. WWW (Companion Volume) Changshuo Zhang, Zihan Lin, Shukai Liu, Yongqi Liu, Han Li
2025	J	`jnl`	Comment Staytime Prediction with LLM-enhanced Comment Understanding. CoRR Changshuo Zhang, Zihan Lin, Shukai Liu, Yongqi Liu, Han Li
2025	A*	`conf`	Comprehensive List Generation for Multi-Generator Reranking. SIGIR Hailan Yang, Zhenyu Qi, Shuchang Liu, Xiaoyu Yang, Xiaobei Wang, Xiang Li, Lantao Hu, Han Li, Kun Gai
2025	J	`jnl`	Comprehensive List Generation for Multi-Generator Reranking. CoRR Hailan Yang, Zhenyu Qi, Shuchang Liu, Xiaoyu Yang, Xiaobei Wang, Xiang Li, Lantao Hu, Han Li, Kun Gai
2025	J	`jnl`	Denoising Neural Reranker for Recommender Systems. CoRR Wenyu Mao, Shuchang Liu, Hailan Yang, Xiaobei Wang, Xiaoyu Yang, Xu Gao, Xiang Li, Lantao Hu, Han Li, Kun Gai, An Zhang, Xiang Wang
2025	J	`jnl`	DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou. CoRR Qinyao Li, Xiaoyang Zheng, Qihang Zhao, Ke Xu, Zhongbo Sun, Chao Wang, Chenyi Lei, Han Li, Wenwu Ou
2025	J	`jnl`	DualGR: Generative Retrieval with Long and Short-Term Interests Modeling. CoRR Zhongchao Yi, Kai Feng, Xiaojian Ma, Yalong Wang, Yongqi Liu, Han Li, Zhengyang Zhou, Yang Wang
2025	A	`conf`	Enhancing Online Video Recommendation via a Coarse-to-fine Dynamic Uplift Modeling Framework. RecSys Chang Meng, Chenhao Zhai, Xueliang Wang, Shuchang Liu, Xiaoqiang Feng, Lantao Hu, Xiu Li, Han Li, Kun Gai
2025	A	`conf`	Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation. RecSys Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Han Li, Wayne Xin Zhao, Ji-Rong Wen
2025	J	`jnl`	Explicit Uncertainty Modeling for Video Watch Time Prediction. CoRR Shanshan Wu, Shuchang Liu, Shuai Zhang, Xiaoyu Yang, Xiang Li, Lantao Hu, Han Li
2025	J	`jnl`	Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation. CoRR Guoqing Hu, An Zhang, Shuchang Liu, Wenyu Mao, Jiancan Wu, Xun Yang, Xiang Li, Lantao Hu, Han Li, Kun Gai, Xiang Wang
2025	J	`jnl`	GREAT: Guiding Query Generation with a Trie for Recommending Related Search about Video at Kuaishou. CoRR Ninglu Shao, Jinshan Wang, Chenxu Wang, Qingbiao Li, Xiaoxue Zang, Han Li
2025	A*	`conf`	Generative Recommender with End-to-End Learnable Item Tokenization. SIGIR Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao
2025	J	`jnl`	GoalRank: Group-Relative Optimization for a Large Ranking Model. CoRR Kaike Zhang, Xiaobei Wang, Shuchang Liu, Hailan Yang, Xiang Li, Lantao Hu, Han Li, Qi Cao, Fei Sun, Kun Gai
2025	A	`conf`	H-PRM: A Pluggable Hotword Pre-Retrieval Module for Various Speech Recognition Systems. CIKM Huangyu Dai, Lingtao Mao, Ben Chen, Zihan Wang, Zihan Liang, Ying Han, Chenyi Lei, Han Li
2025	J	`jnl`	H-PRM: A Pluggable Hotword Pre-Retrieval Module for Various Speech Recognition Systems. CoRR Huangyu Dai, Lingtao Mao, Ben Chen, Zihan Wang, Zihan Liang, Ying Han, Chenyi Lei, Han Li
2025	A*	`conf`	InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering. EMNLP Zihan Wang, Zihan Liang, Zhou Shao, Yufei Ma, Huangyu Dai, Ben Chen, Lingtao Mao, Chenyi Lei, Yuqing Ding, Han Li
2025	J	`jnl`	InfoGain-RAG: Boosting Retrieval-Augmented Generation via Document Information Gain-based Reranking and Filtering. CoRR Zihan Wang, Zihan Liang, Zhou Shao, Yufei Ma, Huangyu Dai, Ben Chen, Lingtao Mao, Chenyi Lei, Yuqing Ding, Han Li
2025	A*	`conf`	LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application. AAAI Jian Jia, Yipei Wang, Yan Li, Honggang Chen, Xuehan Bai, Zhaocheng Liu, Jian Liang, Quan Chen, Han Li, Peng Jiang, Kun Gai
2025	A	`conf`	Lasso: Large Language Model-based User Simulator for Cross-Domain Recommendation. RecSys Yue Chen, Susen Yang, Tong Zhang, Chao Wang, Mingyue Cheng, Chenyi Lei, Han Li
2025	A*	`conf`	Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains. ICML Zhuo He, Shuang Li, Wenze Song, Longhui Yuan, Jian Liang, Han Li, Kun Gai
2025	J	`jnl`	Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains. CoRR Zhuo He, Shuang Li, Wenze Song, Longhui Yuan, Jian Liang, Han Li, Kun Gai
2025	A*	`conf`	Making Transformer Decoders Better Differentiable Indexers. ICLR Wuchao Li, Kai Zheng, Defu Lian, Qi Liu, Wentian Bao, Yunen Yu, Yang Song, Han Li, Kun Gai
2025	J	`jnl`	OneRec Technical Report. CoRR Guorui Zhou, Jiaxin Deng, Jinghao Zhang, Kuo Cai, Lejian Ren, Qiang Luo, Qianqian Wang, Qigen Hu, Rui Huang, Shiyao Wang, Weifeng Ding, Wuchao Li, Xinchen Luo, Xingmei Wang, Zexuan Cheng, Zixing Zhang, Bin Zhang, Boxuan Wang, Chaoyi Ma, Chengru Song, Chenhui Wang, Di Wang, Dongxue Meng, Fan Yang, Fangyu Zhang, Feng Jiang, Fuxing Zhang, Gang Wang, Guowang Zhang, Han Li, Hengrui Hu, Hezheng Lin, Hongtao Cheng, Hongyang Cao, Huanjie Wang, Jiaming Huang, Jiapeng Chen, Jiaqiang Liu, Jinghui Jia, Kun Gai, Lantao Hu, Liang Zeng, Liao Yu, Qiang Wang, Qidong Zhou, Shengzhe Wang, Shihui He, Shuang Yang, Shujie Yang, Sui Huang, Tao Wu, Tiantian He, Tingting Gao, Wei Yuan, Xiao Liang, Xiaoxiao Xu, Xugang Liu, Yan Wang, Yi Wang, Yiwu Liu, Yue Song, Yufei Zhang, Yunfan Wu, Yunfeng Zhao, Zhanyu Liu
2025	J	`jnl`	OneRec-V2 Technical Report. CoRR Guorui Zhou, Hengrui Hu, Hongtao Cheng, Huanjie Wang, Jiaxin Deng, Jinghao Zhang, Kuo Cai, Lejian Ren, Lu Ren, Liao Yu, Pengfei Zheng, Qiang Luo, Qianqian Wang, Qigen Hu, Rui Huang, Ruiming Tang, Shiyao Wang, Shujie Yang, Tao Wu, Wuchao Li, Xinchen Luo, Xingmei Wang, Yi Su, Yunfan Wu, Zexuan Cheng, Zhanyu Liu, Zixing Zhang, Bin Zhang, Boxuan Wang, Chaoyi Ma, Chengru Song, Chenhui Wang, Chenglong Chu, Di Wang, Dongxue Meng, Dunju Zang, Fan Yang, Fangyu Zhang, Feng Jiang, Fuxing Zhang, Gang Wang, Guowang Zhang, Han Li, Honghui Bao, Hongyang Cao, Jiaming Huang, Jiapeng Chen, Jiaqiang Liu, Jinghui Jia, Kun Gai, Lantao Hu, Liang Zeng, Qiang Wang, Qidong Zhou, Rongzhou Zhang, Shengzhe Wang, Shihui He, Shuang Yang, Siyang Mao, Sui Huang, Tiantian He, Tingting Gao, Wei Yuan, Xiao Liang, Xiaoxiao Xu, Xugang Liu, Yan Wang, Yang Zhou, Yi Wang, Yiwu Liu, Yue Song, Yufei Zhang, Yunfeng Zhao, Zhixin Ling, Ziming Li
2025	J	`jnl`	OneSearch: A Preliminary Exploration of the Unified End-to-End Generative Framework for E-commerce Search. CoRR Ben Chen, Xian Guo, Siyuan Wang, Zihan Liang, Yue Lv, Yufei Ma, Xinlong Xiao, Bowen Xue, Xuxin Zhang, Ying Yang, Huangyu Dai, Xing Xu, Tong Zhao, Mingcan Peng, Xiaoyang Zheng, Chao Wang, Qihang Zhao, Zhixin Zhai, Yang Zhao, Bochao Liu, Jingshan Lv, Xiao Liang, Yuqing Ding, Jing Chen, Chenyi Lei, Wenwu Ou, Han Li, Kun Gai
2025	J	`jnl`	OneVision: An End-to-End Generative Framework for Multi-view E-commerce Vision Search. CoRR Zexin Zheng, Huangyu Dai, Lingtao Mao, Xinyu Sun, Zihan Liang, Ben Chen, Yuqing Ding, Chenyi Lei, Wenwu Ou, Han Li, Kun Gai
2025	J	`jnl`	QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors. CoRR Kepu Zhang, Zhongxiang Sun, Weijie Yu, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li, Jun Xu
2025	A*	`conf`	ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding. SIGIR Zhongxiang Sun, Qipeng Wang, Weijie Yu, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Yang Song, Han Li
2025	J	`jnl`	ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding. CoRR Zhongxiang Sun, Qipeng Wang, Weijie Yu, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Yang Song, Han Li
2025	A*	`conf`	ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability. ICLR Zhongxiang Sun, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Weijie Yu, Yang Song, Han Li
2025	A*	`conf`	RecFlow: An Industrial Full Flow Recommendation Dataset. ICLR Qi Liu, Kai Zheng, Rui Huang, Wuchao Li, Kuo Cai, Yuan Chai, Yanan Niu, Yiqun Hui, Bing Han, Na Mou, Hongning Wang, Wentian Bao, Yunen Yu, Guorui Zhou, Han Li, Yang Song, Defu Lian, Kun Gai
2025	J	`jnl`	Representation Quantization for Collaborative Filtering Augmentation. CoRR Yunze Luo, Yinjie Jiang, Gaode Chen, Jingchi Wang, Shicheng Wang, Ruina Sun, Yuezihan Jiang, Jun Zhang, Jian Liang, Han Li, Kun Gai, Kaigui Bian
2025	A*	`conf`	Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation. SIGIR Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li
2025	J	`jnl`	Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation. CoRR Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li
2025	A	`conf`	Stratified Expert Cloning for Retention-Aware Recommendation at Scale. CIKM Chengzhi Lin, Annan Xie, Shuchang Liu, Wuhong Wang, Chuyuan Wang, Yongqi Liu, Han Li
2025	J	`jnl`	Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce. CoRR Zhiding Liu, Ben Chen, Mingyue Cheng, Enhong Chen, Li Li, Chenyi Lei, Wenwu Ou, Han Li, Kun Gai
2025	J	`jnl`	UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems. CoRR Zhengrui Xu, Zhe Yang, Zhengxiao Guo, Shukai Liu, Luocheng Lin, Xiaoyan Liu, Yongqi Liu, Han Li
2025	J	`jnl`	UniDGF: A Unified Detection-to-Generation Framework for Hierarchical Object Visual Recognition. CoRR Xinyu Nan, Lingtao Mao, Huangyu Dai, Zexin Zheng, Xinyu Sun, Zihan Liang, Ben Chen, Yuqing Ding, Chenyi Lei, Wenwu Ou, Han Li
2025	A	`conf`	UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion. CIKM Zihan Liang, Yufei Ma, Zhipeng Qian, Huangyu Dai, Zihan Wang, Ben Chen, Chenyi Lei, Yuqing Ding, Han Li
2025	J	`jnl`	UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion. CoRR Zihan Liang, Yufei Ma, Zhipeng Qian, Huangyu Dai, Zihan Wang, Ben Chen, Chenyi Lei, Yuqing Ding, Han Li
2025	A*	`conf`	Value Function Decomposition in Markov Recommendation Process. WWW Xiaobei Wang, Shuchang Liu, Qingpeng Cai, Xiang Li, Lantao Hu, Han Li, Guangming Xie
2025	J	`jnl`	Value Function Decomposition in Markov Recommendation Process. CoRR Xiaobei Wang, Shuchang Liu, Qingpeng Cai, Xiang Li, Lantao Hu, Han Li, Guangming Xie
2025	J	`jnl`	Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation. CoRR Qing Yu, Xiaobei Wang, Shuchang Liu, Yandong Bai, Xiaoyu Yang, Xueliang Wang, Chang Meng, Shanshan Wu, Hailan Yang, Huihui Xiao, Xiang Li, Fan Yang, Xiaoqiang Feng, Lantao Hu, Han Li, Kun Gai, Lixin Zou
2024	J	`jnl`	A Model-based Multi-Agent Personalized Short-Video Recommender System. CoRR Peilun Zhou, Xiaoxiao Xu, Lantao Hu, Han Li, Peng Jiang
2024	A	`conf`	A Multi-modal Modeling Framework for Cold-start Short-video Recommendation. RecSys Gaode Chen, Ruina Sun, Yuezihan Jiang, Jiangxia Cao, Qi Zhang, Jingjian Lin, Han Li, Kun Gai, Xinghua Zhang
2024	A	`conf`	A Self-Adaptive Fairness Constraint Framework for Industrial Recommender System. CIKM Zhiqiang Liu, Xiaoxiao Xu, Jiaqi Yu, Han Xu, Lantao Hu, Han Li, Kun Gai
2024	J	`jnl`	ASR-enhanced Multimodal Representation Learning for Cross-Domain Product Retrieval. CoRR Ruixiang Zhao, Jian Jia, Yan Li, Xuehan Bai, Quan Chen, Han Li, Peng Jiang, Xirong Li
2024	A*	`conf`	Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems. WWW Yunli Wang, Zhiqiang Wang, Jian Yang, Shiyang Wen, Dongying Kong, Han Li, Kun Gai
2024	J	`jnl`	Coarse-to-fine Dynamic Uplift Modeling for Real-time Video Recommendation. CoRR Chang Meng, Chenhao Zhai, Xueliang Wang, Shuchang Liu, Xiaoqiang Feng, Lantao Hu, Xiu Li, Han Li, Kun Gai
2024	J	`jnl`	End-to-End Learnable Item Tokenization for Generative Recommendation. CoRR Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao
2024	A*	`conf`	Enhancing Recommendation Accuracy and Diversity with Box Embedding: A Universal Framework. WWW Cheng Wu, Shaoyun Shi, Chaokun Wang, Ziyang Liu, Wang Peng, Wenjin Wu, Dongying Kong, Han Li, Kun Gai
2024	A*	`conf`	Future Impact Decomposition in Request-level Recommendations. KDD Xiaobei Wang, Shuchang Liu, Xueliang Wang, Qingpeng Cai, Lantao Hu, Han Li, Peng Jiang, Kun Gai, Guangming Xie
2024	J	`jnl`	Future Impact Decomposition in Request-level Recommendations. CoRR Xiaobei Wang, Shuchang Liu, Xueliang Wang, Qingpeng Cai, Lantao Hu, Han Li, Peng Jiang, Guangming Xie
2024	J	`jnl`	Generative Regression Based Watch Time Prediction for Video Recommendation: Model and Performance. CoRR Hongxu Ma, Kai Tian, Tao Zhang, Xuefeng Zhang, Chunjie Chen, Han Li, Jihong Guan, Shuigeng Zhou
2024	J	`jnl`	IFA: Interaction Fidelity Attention for Entire Lifelong Behaviour Sequence Modeling. CoRR Wenhui Yu, Chao Feng, Yanze Zhang, Lantao Hu, Peng Jiang, Han Li
2024	J	`jnl`	Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application. CoRR Jian Jia, Yipei Wang, Yan Li, Honggang Chen, Xuehan Bai, Zhaocheng Liu, Jian Liang, Quan Chen, Han Li, Peng Jiang, Kun Gai
2024	J	`jnl`	Knowledge Condensation and Reasoning for Knowledge-based VQA. CoRR Dongze Hao, Jian Jia, Longteng Guo, Qunbo Wang, Te Yang, Yan Li, Yanhua Cheng, Bo Wang, Quan Chen, Han Li, Jing Liu
2024	A	`conf`	Missing Interest Modeling with Lifelong User Behavior Data for Retrieval Recommendation. CIKM Gaode Chen, Yuezihan Jiang, Rui Huang, Kuo Cai, Yunze Luo, Ruina Sun, Qi Zhang, Han Li, Kun Gai
2024	A*	`conf`	Modeling User Retention through Generative Flow Networks. KDD Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang
2024	J	`jnl`	Modeling User Retention through Generative Flow Networks. CoRR Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang
2024	J	`jnl`	Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction. CoRR Zhongxiang Fan, Zhaocheng Liu, Jian Liang, Dongying Kong, Han Li, Peng Jiang, Shuang Li, Kun Gai
2024	A*	`conf`	Natural Language Explainable Recommendation with Robustness Enhancement. KDD Jingsen Zhang, Jiakai Tang, Xu Chen, Wenhui Yu, Lantao Hu, Peng Jiang, Han Li
2024	J	`jnl`	ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability. CoRR Zhongxiang Sun, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu, Xiao Zhang, Weijie Yu, Han Li
2024	J	`jnl`	RecFlow: An Industrial Full Flow Recommendation Dataset. CoRR Qi Liu, Kai Zheng, Rui Huang, Wuchao Li, Kuo Cai, Yuan Chai, Yanan Niu, Yiqun Hui, Bing Han, Na Mou, Hongning Wang, Wentian Bao, Yunen Yu, Guorui Zhou, Han Li, Yang Song, Defu Lian, Kun Gai
2024	A*	`conf`	Spatiotemporal Fine-grained Video Description for Short Videos. ACM Multimedia Te Yang, Jian Jia, Bo Wang, Yanhua Cheng, Yan Li, Dongze Hao, Xipeng Cao, Quan Chen, Han Li, Peng Jiang, Xiangyu Zhu, Zhen Lei
2024	A*	`conf`	Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product Retrieval. ACM Multimedia Xiaowan Hu, Yiyi Chen, Yan Li, Minquan Wang, Haoqian Wang, Quan Chen, Han Li, Peng Jiang
2024	J	`jnl`	Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product Retrieval. CoRR Xiaowan Hu, Yiyi Chen, Yan Li, Minquan Wang, Haoqian Wang, Quan Chen, Han Li, Peng Jiang
2024	A*	`conf`	Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation. ACM Multimedia Yuting Zhang, Zhao Zhang, Yiqing Wu, Ying Sun, Fuzhen Zhuang, Wenhui Yu, Lantao Hu, Han Li, Kun Gai, Zhulin An, Yongjun Xu
2024	A*	`conf`	Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning. AAAI Kaibin Tian, Yanhua Cheng, Yi Liu, Xinglin Hou, Quan Chen, Han Li
2024	J	`jnl`	Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning. CoRR Kaibin Tian, Yanhua Cheng, Yi Liu, Xinglin Hou, Quan Chen, Han Li
2024	A*	`conf`	Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning. KDD Jiakai Tang, Sunhao Dai, Zexu Sun, Xu Chen, Jun Xu, Wenhui Yu, Lantao Hu, Peng Jiang, Han Li
2024	J	`jnl`	Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning. CoRR Jiakai Tang, Sunhao Dai, Zexu Sun, Xu Chen, Jun Xu, Wenhui Yu, Lantao Hu, Peng Jiang, Han Li
2024	J	`jnl`	Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation. CoRR Shengyuan Liu, Bo Wang, Ye Ma, Te Yang, Xipeng Cao, Quan Chen, Han Li, Di Dong, Peng Jiang
2023	J	`jnl`	Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems. CoRR Yunli Wang, Zhiqiang Wang, Jian Yang, Shiyang Wen, Dongying Kong, Han Li, Kun Gai
2023	A*	`conf`	Cross-Domain Product Representation Learning for Rich-Content E-Commerce. ICCV Xuehan Bai, Yan Li, Yanhua Cheng, Wenjie Yang, Quan Chen, Han Li
2023	J	`jnl`	Cross-Domain Product Representation Learning for Rich-Content E-Commerce. CoRR Xuehan Bai, Yan Li, Yanhua Cheng, Wenjie Yang, Quan Chen, Han Li
2023	A*	`conf`	Cross-view Semantic Alignment for Livestreaming Product Recognition. ICCV Wenjie Yang, Yiyi Chen, Yan Li, Yanhua Cheng, Xudong Liu, Quan Chen, Han Li
2023	J	`jnl`	Cross-view Semantic Alignment for Livestreaming Product Recognition. CoRR Wenjie Yang, Yiyi Chen, Yan Li, Yanhua Cheng, Xudong Liu, Quan Chen, Han Li
2021	J	`jnl`	Context-aware Tree-based Deep Model for Recommender Systems. CoRR Daqing Chang, Jintao Liu, Ziru Xu, Han Li, Han Zhu, Xiaoqiang Zhu
2021	J	`jnl`	Incentive Compatible Pareto Alignment for Multi-Source Large Graphs. CoRR Jian Liang, Fangrui Lv, Di Liu, Zehui Dai, Xu Tian, Shuang Li, Fei Wang, Han Li
2021	A*	`conf`	Pareto Domain Adaptation. NeurIPS Fangrui Lv, Jian Liang, Kaixiong Gong, Shuang Li, Chi Harold Liu, Han Li, Di Liu, Guoren Wang
2021	J	`jnl`	Pareto Domain Adaptation. CoRR Fangrui Lv, Jian Liang, Kaixiong Gong, Shuang Li, Chi Harold Liu, Han Li, Di Liu, Guoren Wang
2020	A	`conf`	A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction. CIKM Liyi Guo, Rui Lu, Haoqi Zhang, Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai
2020	J	`jnl`	A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction. CoRR Liyi Guo, Rui Lu, Haoqi Zhang, Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai
2020	A*	`conf`	Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising. ICML Xiaotian Hao, Zhaoqing Peng, Yi Ma, Guan Wang, Junqi Jin, Jianye Hao, Shan Chen, Rongquan Bai, Mingzhou Xie, Miao Xu, Zhenzhe Zheng, Chuan Yu, Han Li, Jian Xu, Kun Gai
2020	J	`jnl`	Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising. CoRR Xiaotian Hao, Zhaoqing Peng, Yi Ma, Guan Wang, Junqi Jin, Jianye Hao, Shan Chen, Rongquan Bai, Mingzhou Xie, Miao Xu, Zhenzhe Zheng, Chuan Yu, Han Li, Jian Xu, Kun Gai
2020	J	`jnl`	Learning Optimal Tree Models Under Beam Search. CoRR Jingwei Zhuo, Ziru Xu, Wei Dai, Han Zhu, Han Li, Jian Xu, Kun Gai
2020	A*	`conf`	Learning Optimal Tree Models under Beam Search. ICML Jingwei Zhuo, Ziru Xu, Wei Dai, Han Zhu, Han Li, Jian Xu, Kun Gai
2020	A*	`conf`	Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising. IJCAI Xiaotian Hao, Junqi Jin, Jianye Hao, Jin Li, Weixun Wang, Yi Ma, Zhenzhe Zheng, Han Li, Jian Xu, Kun Gai
2020	J	`jnl`	Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising. CoRR Xiaotian Hao, Junqi Jin, Jianye Hao, Jin Li, Weixun Wang, Yi Ma, Zhenzhe Zheng, Han Li, Jian Xu, Kun Gai
2020	A	`conf`	Learning to Infer User Hidden States for Online Sequential Advertising. CIKM Zhaoqing Peng, Junqi Jin, Lan Luo, Yaodong Yang, Rui Luo, Jun Wang, Weinan Zhang, Haiyang Xu, Miao Xu, Chuan Yu, Tiejian Luo, Han Li, Jian Xu, Kun Gai
2020	J	`jnl`	Learning to Infer User Hidden States for Online Sequential Advertising. CoRR Zhaoqing Peng, Junqi Jin, Lan Luo, Yaodong Yang, Rui Luo, Jun Wang, Weinan Zhang, Haiyang Xu, Miao Xu, Chuan Yu, Tiejian Luo, Han Li, Jian Xu, Kun Gai
2020	A	`conf`	Sequential Advertising Agent with Interpretable User Hidden Intents. AAMAS Zhaoqing Peng, Junqi Jin, Lan Luo, Yaodong Yang, Rui Luo, Jun Wang, Weinan Zhang, Miao Xu, Chuan Yu, Tiejian Luo, Han Li, Jian Xu, Kun Gai
2019	A*	`conf`	Joint Optimization of Tree-based Index and Deep Model for Recommender Systems. NeurIPS Han Zhu, Daqing Chang, Ziru Xu, Pengye Zhang, Xiang Li, Jie He, Han Li, Jian Xu, Kun Gai
2019	J	`jnl`	Joint Optimization of Tree-based Index and Deep Model for Recommender Systems. CoRR Han Zhu, Daqing Chang, Ziru Xu, Pengye Zhang, Xiang Li, Jie He, Han Li, Jian Xu, Kun Gai
2019	A	`conf`	Learning Adaptive Display Exposure for Real-Time Advertising. CIKM Weixun Wang, Junqi Jin, Jianye Hao, Chunjie Chen, Chuan Yu, Weinan Zhang, Jun Wang, Xiaotian Hao, Yixi Wang, Han Li, Jian Xu, Kun Gai
2019	A	`conf`	Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds. CIKM Dagui Chen, Junqi Jin, Weinan Zhang, Fei Pan, Lvyin Niu, Chuan Yu, Jun Wang, Han Li, Jian Xu, Kun Gai
2019	J	`jnl`	Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds. CoRR Dagui Chen, Junqi Jin, Weinan Zhang, Fei Pan, Lvyin Niu, Chuan Yu, Jun Wang, Han Li, Jian Xu, Kun Gai
2019	J	`jnl`	Spectral-based Graph Convolutional Network for Directed Graphs. CoRR Yi Ma, Jianye Hao, Yaodong Yang, Han Li, Junqi Jin, Guangyong Chen
2018	A*	`conf`	Deep Interest Network for Click-Through Rate Prediction. KDD Guorui Zhou, Xiaoqiang Zhu, Chengru Song, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai
2018	A*	`conf`	Learning Tree-based Deep Model for Recommender Systems. KDD Han Zhu, Xiang Li, Pengye Zhang, Guozheng Li, Jie He, Han Li, Kun Gai
2018	J	`jnl`	Learning Tree-based Deep Model for Recommender Systems. CoRR Han Zhu, Pengye Zhang, Guozheng Li, Jie He, Han Li, Kun Gai
2018	J	`jnl`	Learning to Advertise with Adaptive Exposure via Constrained Two-Level Reinforcement Learning. CoRR Weixun Wang, Junqi Jin, Jianye Hao, Chunjie Chen, Chuan Yu, Weinan Zhang, Jun Wang, Yixi Wang, Han Li, Jian Xu, Kun Gai
2018	A	`conf`	Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising. CIKM Junqi Jin, Chengru Song, Han Li, Kun Gai, Jun Wang, Weinan Zhang
2018	J	`jnl`	Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising. CoRR Junqi Jin, Chengru Song, Han Li, Kun Gai, Jun Wang, Weinan Zhang
2017	J	`jnl`	Deep Interest Network for Click-Through Rate Prediction. CoRR Guorui Zhou, Chengru Song, Xiaoqiang Zhu, Xiao Ma, Yanghui Yan, Xingya Dai, Han Zhu, Junqi Jin, Han Li, Kun Gai
2017	J	`jnl`	Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction. CoRR Kun Gai, Xiaoqiang Zhu, Han Li, Kai Liu, Zhe Wang
2017	A*	`conf`	Optimized Cost per Click in Taobao Display Advertising. KDD Han Zhu, Junqi Jin, Chang Tan, Fei Pan, Yifan Zeng, Han Li, Kun Gai
2017	J	`jnl`	Optimized Cost per Click in Taobao Display Advertising. CoRR Han Zhu, Junqi Jin, Chang Tan, Fei Pan, Yifan Zeng, Han Li, Kun Gai
2013	Misc	`conf`	Efficient blind separation of reflection layers with nonparametric transformations. ICASSP Han Li, Kun Gai, Pinghua Gong, Changshui Zhang
2012	J	`jnl`	Efficient Superimposition Recovering Algorithm CoRR Han Li, Kun Gai, Pinghua Gong, Changshui Zhang