GISA: A Benchmark for General Information Seeking Assistant.arXiv
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
Yutao Zhu
朱余韬
Postdoctoral researcher
Renmin University of China
Research Focus
- Retrieval-Augmented Generation
- Deep Search/Research
- LLMs for Information Retrieval
News
2026-05
I write a new blog about rubrics for large language models.
2026-04
I write a new blog about harness engineering.
2026-04
Congrats! Our several papers have been accepted by SIGIR 2026 and ACL 2026!
2026-03
I write a new blog about OpenClaw.
2026-02
We release a new benchmark for deep search agent! Please refer to GISA for more details.
Biography
I am currently a postdoctoral researcher at the Gaoling School of Artificial Intelligence, Renmin University of China. I earned my PhD from University of Montreal, where I was mentored by Prof. Jian-Yun Nie.
I completed my master's (2019) and bachelor's (2016) degrees at Renmin University of China, under the guidance of Prof. Zhicheng Dou and Prof. Ji-Rong Wen, delving into various NLP challenges.
Professional Activities
- Workshop Organization
- Information Retrieval Meets Large Language Models Workshop @ WWW, May 2024
- AC/SPC: ACL Rolling Review
- PC Member: ACL, SIGIR, NeurIPS, ICLR, ICML, WWW, SIGKDD, AAAI, MM, EMNLP, CIKM, WSDM, COLING, COLM
- Journal Reviewer
- ACM Transactions on Information Systems (TOIS)
- ACM Transactions on Knowledge Discovery from Data (TKDD)
- ACM Computing Surveys (CSUR)
- Knowledge and Information Systems (KAIS)
- Journal of the Association for Information Science and Technology (JASIST)
- ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)
- PNAS Nexus
Technical Blog
View All →- A Deep Dive into Rubrics for Large Language Models — May 2026
- What is a Harness? A Study based on Claude Code — April 2026
- OpenClaw: An Agent that Suddenly Entered Our Lives — March 2026
Publications
2026
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning.arXiv
Yuyang Hu, Jiongnan Liu, Jiejun Tan, Yutao Zhu, Zhicheng Dou
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis.arXiv
Xiaoshuai Song, Haofei Chang, Guanting Dong, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
Agentic-R: Learning to Retrieve for Agentic Search.arXiv
Wenhan Liu, Xinyu Ma, Yutao Zhu, Yuchen Li, Daiting Shi, Dawei Yin, Zhicheng Dou
2025
WebThinker: Empowering Large Reasoning Models with Deep Research Capability.NeurIPS 2025
Xiaoxi Li, Jiajie Jin, Guanting Dong, Hongjin Qian, Yongkang Wu, Ji-Rong Wen, Yutao Zhu†, Zhicheng Dou
Memory in the Age of AI Agents.arXiv
Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan
Large Language Models for Information Retrieval: A Survey.TOIS 2025
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Zhicheng Dou, Ji-Rong Wen
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.WWW 2025
Jiajie Jin, Yutao Zhu†, Zhicheng Dou, Guanting Dong, Xinyu Yang, Chenghao Zhang, Tong Zhao, Zhao Yang, Ji-Rong Wen
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models.AAAI 2025
Yutao Zhu, Zhaoheng Huang, Zhicheng Dou, Ji-Rong Wen
CAGS: Context-Aware Document Ranking With Contrastive Graph Sampling.TKDE 2025
Zhaoheng Huang, Yutao Zhu†, Zhicheng Dou, Ji-Rong Wen
A text-guided protein design framework.Nature MI 2025
Shengchao Liu, Yanjing Li, Zhuoxinran Li, Anthony Gitter, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Arvind Ramanathan, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar
Embedding Prior Task-specific Knowledge into Language Models for Context-aware Document Ranking.KDD 2025
Shuting Wang, Yutao Zhu, Zhicheng Dou
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation.COLING 2025
Shuting Wang, Xin Yu, Mang Wang, Weipeng Chen, Yutao Zhu, Zhicheng Dou
Descriptive and Discriminative Document Identifiers for Generative Retrieval.AAAI 2025
Jiehan Cheng, Zhicheng Dou, Yutao Zhu, Xiaoxi Li
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation.AAAI 2025
Guanting Dong, Xiaoshuai Song, Yutao Zhu, Runqi Qiao, Zhicheng Dou, Ji-Rong Wen
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.WWW 2025
Guanting Dong, Yutao Zhu, Chenghao Zhang, Zechen Wang, Ji-Rong Wen, Zhicheng Dou
Little Giants: Synthesizing High-Quality Embedding Data at Scale.NAACL 2025
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
From Matching to Generation: A Survey on Generative Information Retrieval.TOIS 2025
Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yuyao Zhang, Peitian Zhang, Yutao Zhu, Zhicheng Dou
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data.ACL 2025
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
Towards Effective and Efficient Continual Pre-training of Large Language Models.ACL 2025
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model.ACL 2025
Yiwen Hu, Huatong Song, Jie Chen, Jia Deng, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Yang Lu, Xu Miao, Xin Zhao, Ji-Rong Wen
Progressive Multimodal Reasoning via Active Retrieval.ACL 2025
Guanting Dong, Chenghao Zhang, Mengjie Deng, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation.ACL 2025
Guanting Dong, Jiajie Jin, Xiaoxi Li, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models.ACL 2025
Wenhan Liu, Xinyu Ma, Yutao Zhu, Ziliang Zhao, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation.ACL 2025
Jiajie Jin, Xiaoxi Li, Guanting Dong, Yuyao Zhang, Yutao Zhu†, Yongkang Wu, Zhonghua Li, Ye Qi, Zhicheng Dou
LLMs + Persona-Plug = Personalized LLMs.ACL 2025
Jiongnan Liu, Yutao Zhu†, Shuting Wang, Xiaochi Wei, Erxue Min, Yu Lu, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning.arXiv
Guanting Dong, Yifei Chen, Xiaoxi Li, Jiajie Jin, Hongjin Qian, Yutao Zhu, Hangyu Mao, Guorui Zhou, Zhicheng Dou, Ji-Rong Wen
Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search.arXiv
Jiajie Jin, Xiaoxi Li, Guanting Dong, Yuyao Zhang, Yutao Zhu, Zhao Yang, Hongjin Qian, Zhicheng Dou
From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models.MM 2025
Yuying Shang1, Xinyi Zeng1, Yutao Zhu1, Xiao Yang, Zhengwei Fang, Jingyuan Zhang, Jiawei Chen, Zinan Liu, Yu Tian
A Survey of Conversational Search.TOIS 2025
Fengran Mo, Kelong Mao, Ziliang Zhao, Hongjin Qian, Haonan Chen, Yiruo Cheng, Xiaoxi Li, Yutao Zhu, Zhicheng Dou, Jian-Yun Nie
A Model-agnostic Pre-training Framework for Search Result Diversification.TOIS 2025
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
Social Cognitive Theory Enhanced Diversified Recommendation.TOIS 2025
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
CoRanking: Collaborative Ranking with Small and Large Ranking Agents.EMNLP 2025
Wenhan Liu, Xinyu Ma, Yutao Zhu, Lixin Su, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
Search-o1: Agentic Search-Enhanced Large Reasoning Models.EMNLP 2025
Xiaoxi Li, Guanting Dong, Jiajie Jin, Yuyao Zhang, Yujia Zhou, Yutao Zhu, Peitian Zhang, Zhicheng Dou
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency.EMNLP 2025
Zhaoheng Huang, Yutao Zhu†, Ji-Rong Wen, Zhicheng Dou
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization.EMNLP 2025
Yutao Zhu, Jiajie Jin, Hongjin Qian, Zheng Liu, Zhicheng Dou, Ji-Rong Wen
Agentic Reinforced Policy Optimization.arXiv
Guanting Dong, Hangyu Mao, Kai Ma, Licheng Bao, Yifei Chen, Zhongyuan Wang, Zhongxia Chen, Jiazhen Du, Huiyang Wang, Fuzheng Zhang, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis.arXiv
Rui Zou, Mengqi Wei, Yutao Zhu, Jirong Wen, Xin Zhao, Jing Chen
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability.arXiv
Wenhan Liu, Xinyu Ma, Weiwei Sun, Yutao Zhu, Yuchen Li, Dawei Yin, Zhicheng Dou
Revisiting RAG Ensemble: A Theoretical and Mechanistic Analysis of Multi-RAG System Collaboration.arXiv
Yifei Chen, Guanting Dong, Yutao Zhu, Zhicheng Dou
Agentic Entropy-Balanced Policy Optimization.arXiv
Guanting Dong, Licheng Bao, Zhongyuan Wang, Kangzhi Zhao, Xiaoxi Li, Jiajie Jin, Jinghan Yang, Hangyu Mao, Fuzheng Zhang, Kun Gai, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
FinSight: Towards Real-World Financial Deep Research.arXiv
Jiajie Jin, Yuyao Zhang, Yimeng Xu, Hongjin Qian, Yutao Zhu, Zhicheng Dou
DeepAgent: A General Reasoning Agent with Scalable Toolsets.arXiv
Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Guanting Dong, Jiajie Jin, Yinuo Wang, Hao Wang, Yutao Zhu, Ji-Rong Wen, Yuan Lu, Zhicheng Dou
2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning.ACL 2024
Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zheng Liu, Ji-Rong Wen, Zhicheng Dou
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation.arXiv
Shuting Wang, Jiongnan Liu, Shiren Song, Jiehan Cheng, Yuqi Fu, Peidong Guo, Kun Fang, Yutao Zhu, Zhicheng Dou
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task.arXiv
Wenhan Liu, Yutao Zhu, Zhicheng Dou
YuLan: An Open-source Large Language Model.arXiv
Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning.arXiv
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen, Ruibin Xiong, Mang Wang, Weipeng Chen
CL4DIV: A Contrastive Learning Framework for Search Result Diversification.WSDM 2024
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
Mining Exploratory Queries for Conversational Search.WWW 2024
Wenhan Liu, Ziliang Zhao, Yutao Zhu, Zhicheng Dou
Passage-aware Search Result Diversification.TOIS 2024
Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
An Integrated Data Processing Framework for Pretraining Foundation Models.SIGIR 2024
Yiding Sun, Feng Wang, Yutao Zhu, Wayne Xin Zhao, Jiaxin Mao
JDivPS: A Diversified Product Search Dataset.SIGIR 2024
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Xubo Qin, Pengchao Cheng, Jiangxu Wu, Hao Wang
How to personalize and whether to personalize? Candidate documents decide.KAIS 2024
Wenhan Liu, Yujia Zhou, Yutao Zhu, Zhicheng Dou
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence.ACL 2024
Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs.ACL 2024
Jiejun Tan, Zhicheng Dou, Yutao Zhu, Peidong Guo, Kun Fang, Ji-Rong Wen
Query-Oriented Data Augmentation for Session Search.TKDE 2024
Haonan Chen, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
UFO: a Unified and Flexible Framework for Evaluating Factuality of Large Language Models.arXiv
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2023
GDESA: Greedy Diversity Encoder with Self-attention for Search Results Diversification.TOIS 2023
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
An Empirical Study of Uniform-Architecture Knowledge Distillation in Document Ranking.arXiv
Xubo Qin, Xiyuan Liu, Xiongfeng Zheng, Jie Liu, Yutao Zhu
WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus.arXiv
Hongjing Qian1, Yutao Zhu1, Zhicheng Dou, Haoqi Gu, Xinyu Zhang, Zheng Liu, Ruofei Lai, Zhao Cao, Jian-Yun Nie, Ji-Rong Wen
Don't Make Your LLM an Evaluation Benchmark Cheater.arXiv
Kun Zhou, Yutao Zhu, Zhipeng Chen, Wentong Chen, Wayne Xin Zhao, Xu Chen, Yankai Lin, Ji-Rong Wen, Jiawei Han
Heterogeneous Graph-based Context-aware Document Ranking.WSDM 2023
Shuting Wang, Zhicheng Dou, Yutao Zhu
Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search.AAAI 2023
Yuhang Ye, Zhonghua Li, Zhicheng Dou, Yutao Zhu, Changwang Zhang, Shangquan Wu, Zhao Cao
Contrastive Learning for Legal Judgment Prediction.TOIS 2023
Han Zhang, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning.ACL 2023
Yongkang Wu, Meng Han, Yutao Zhu, Lei Li, Xinyu Zhang, Ruofei Lai, Xiaoguang Li, Yuanhang Ren, Zhicheng Dou, Zhao Cao
ConvGQR: Generative Query Reformulation for Conversational Search.ACL 2023
Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, Jian-Yun Nie
Learning to Relate to Previous Turns in Conversational Search.KDD 2023
Fengran Mo, Jian-Yun Nie, Kaiyu Huang, Kelong Mao, Yutao Zhu, Peng Li, Yang Liu
Joint Semantic and Strategy Matching for Persuasive Dialogue.EMNLP 2023
Chuhao Jin, Yutao Zhu, Lingzhen Kong, Shijie Li, Xiao Zhang, Ruihua Song, Xu Chen, Huan Chen, Yuchong Sun, Yu Chen, Jun Xu
2022
Graph Neural Collaborative Topic Model for Citation Recommendation.TOIS 2022
Qianqian Xie, Yutao Zhu, Jimin Huang, Pan Du, Jian-Yun Nie
PReGAN: Answer Oriented Passage Ranking with Weakly Supervised GAN.arXiv
Pan Du, Jian-Yun Nie, Yutao Zhu, Hao Jiang, Lixin Zou, Xiaohui Yan
Leveraging Narrative to Generate Movie Script.TOIS 2022
Yutao Zhu, Ruihua Song, Jian-Yun Nie, Pan Du, Zhicheng Dou, Jin Zhou
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation.NAACL 2022
Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen
Knowledge Enhanced Search Result Diversification.KDD 2022
Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search.CIKM 2022
Haonan Chen, Zhicheng Dou, Yutao Zhu, Zhao Cao, Xiaohua Cheng, Ji-Rong Wen
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking.CIKM 2022
Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding.COLING 2022
Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling.EMNLP 2022
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Zhengyi Ma
2021
BERT4SO: Neural Sentence Ordering by Fine-tuning BERT.arXiv
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Shengchao Liu, Pan Du
Emotion Eliciting Machine: Emotion Eliciting Conversation Generation based on Dual Generator.arXiv
Hao Jiang, Yutao Zhu, Xinyu Zhang, Zhicheng Dou, Pan Du, Te Pi, Yantao Jia
Neural Sentence Ordering Based on Constraint Graphs.AAAI 2021
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou
Content Selection Network for Document-Grounded Retrieval-Based Chatbots.ECIR 2021
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou
Pchatbot: A Large-Scale Dataset for Personalized Chatbot.SIGIR 2021
Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles.SIGIR 2021
Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, Ji-Rong Wen
Modeling Intent Graph for Search Result Diversification.SIGIR 2021
Zhan Su, Zhicheng Dou, Yutao Zhu, Xubo Qin, Ji-Rong Wen
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals.SIGIR 2021
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou
Few-Shot Charge Prediction with Multi-grained Features and Mutual Information.CNCL 2021
Han Zhang, Zhicheng Dou, Yutao Zhu, Jirong Wen
Interaction-Based Document Matching for Implicit Search Result Diversification.CCIR 2021
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
Learning Implicit User Profile for Personalized Retrieval-Based Chatbot.CIKM 2021
Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, Ji-Rong Wen
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling.CIKM 2021
Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking.CIKM 2021
Yutao Zhu, Jian-Yun Nie, Zhicheng Dou, Zhengyi Ma, Xinyu Zhang, Pan Du, Xiaochen Zuo, Hao Jiang
2020
Deep cross-platform product matching in e-commerce.IRJ 2020
Juan Li, Zhicheng Dou, Yutao Zhu, Xiaochen Zuo, Ji-Rong Wen
ReBoost: a retrieval-boosted sequence-to-sequence model for neural response generation.IRJ 2020
Yutao Zhu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
Improving Multi-turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting.KDD 2020
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu
ScriptWriter: Narrative-Guided Script Generation.ACL 2020
Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun Nie, Jin Zhou
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.CIKM 2020
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2019
A Hybrid Framework of Emotion-Aware Seq2Seq Model for Emotional Conversation Generation.MM 2019
Xiaohe Li, Jiaqing Liu, Weihao Zheng, Xiangbo Wang, Yutao Zhu, Zhicheng Dou
2018
An Attribute-aware Neural Attentive Model for Next Basket Recommendation.SIGIR 2018
Ting Bai, Jian-Yun Nie, Wayne Xin Zhao, Yutao Zhu, Pan Du, Ji-Rong Wen