Dawei Yin

Baidu, Beijing, China

109 papers at tracked venues · 72 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0684-6205 ↗Homepage ↗

Venues

ACL ×19 EMNLP ×17 SIGKDD ×14 WWW ×11 SIGIR ×9 AAAI ×6 NAACL ×6 CIKM ×5 NeurIPS ×4 ICDE ×3 WSDM ×3 ICLR ×2 ICML ×2 IJCAI ×2 ACM MM ×1 CVPR ×1 ECAI ×1 ECCV ×1 ECIR ×1 ECML-PKDD ×1

Frequent coauthors

Shuaiqiang Wang

×60

Xinyu Ma

×21

Hengyi Cai

×19

Yuchen Li

×16

Lingyong Yan

×16

Zhaochun Ren

×14

Junfeng Wang

×13

Lixin Su

×12

Daiting Shi

×10

Haoyi Xiong

×9

Yiding Liu

×9

Maarten de Rijke

×8

Papers

Accurate and Efficient Personalized Query Rewriting in Baidu Search
WWW 2026 ·
Xu Chu
,
Angela Li
,
Jiaming Zhang
,
Wei Li
,
Zhijie Tan
, Dawei Yin,
Shuaiqiang Wang
,
Daiting Shi
AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization
AAAI 2026 ·
Qiyang Li
,
Rui Kong
,
Yuchen Li
,
Hengyi Cai
,
Shuaiqiang Wang
,
Linghe Kong
,
Guihai Chen
, Dawei Yin
Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models
ACL 2026 ·
Can Xu
,
Lingyong Yan
,
Jiayi Wu
,
Haosen Wang
,
Shuaiqiang Wang
,
Yuchen Li
,
Jizhou Huang
, Dawei Yin,
Xiang Li
Agentic-R: Learning to Retrieve for Agentic Search
ACL 2026 ·
Wenhan Liu
,
Xinyu Ma
,
Yutao Zhu
,
Yuchen Li
,
Daiting Shi
, Dawei Yin,
Zhicheng Dou
An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision
ACL 2026 ·
Zishuai Zhang
,
Sihao Yu
,
Wenyi Xie
,
Ying Nie
,
Junfeng Wang
,
Zhiming Zheng
, Dawei Yin,
Hainan Zhang
Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning
AAAI 2026 ·
Xiaolong Wei
,
Yuehu Dong
,
Xingliang Wang
,
Xingyu Zhang
,
Zhejun Zhao
,
Dongdong Shen
,
Long Xia
, Dawei Yin
DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search
ACL 2026 ·
Guangming Qin
,
Yuhao Deng
,
Yukun Zhao
,
Zhenyang Li
,
Junfeng Wang
, Dawei Yin,
Ye Yuan
,
Guoren Wang
,
Yizhou Yan
,
Chengliang Chai
,
Lei Cao
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent
SIGIR 2026 ·
Tongzhou Wu
,
Yuhao Wang
,
Xinyu Ma
,
Xiuqiang He
,
Shuaiqiang Wang
, Dawei Yin,
Xiangyu Zhao
Efficient Thought Space Exploration Through Strategic Intervention
AAAI 2026 ·
Ziheng Li
,
Hengyi Cai
,
Xiaochi Wei
,
Yuchen Li
,
Shuaiqiang Wang
,
Zhi-Hong Deng
, Dawei Yin
LLM-Based Listwise Reranking Under the Effect of Positional Bias
ECIR 2026 ·
Jingfen Qiao
,
Jin Huang
,
Xinyu Ma
,
Shuaiqiang Wang
, Dawei Yin,
Evangelos Kanoulas
,
Andrew Yates
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
ACL 2026 ·
Changle Qu
,
Sunhao Dai
,
Hengyi Cai
,
Jun Xu
,
Shuaiqiang Wang
, Dawei Yin
Model Editing for New Document Integration in Generative Information Retrieval
WWW 2026 ·
Zhen Zhang
,
Zihan Wang
,
Xinyu Ma
,
Shuaiqiang Wang
, Dawei Yin,
Xin Xin
,
Pengjie Ren
,
Maarten de Rijke
,
Zhaochun Ren
Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search
WWW 2026 ·
Yuchen Li
,
Rui Kong
,
Xinran Chen
,
Chengzhe Zhang
,
Jiamin Chen
,
Cheng Deng
,
Xinyu Ma
,
Haojie Zhang
,
Tianhao Peng
,
Hengyi Cai
,
Shuaiqiang Wang
,
Jiashu Zhao
,
Yongqi Zhang
,
Haoyi Xiong
,
Jimmy Xiangji Huang
,
Lei Chen
,
Jun Wang
, Dawei Yin
RAG-Enhanced Large Language Models for Dynamic Content Expiration Prediction in Web Search
SIGIR 2026 ·
Tingyu Chen
,
Wenkai Zhang
,
Li Gao
,
Lixin Su
,
Ge Chen
, Dawei Yin,
Daiting Shi
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
ACL 2026 ·
Wenhan Liu
,
Xinyu Ma
,
Weiwei Sun
,
Yutao Zhu
,
Yuchen Li
, Dawei Yin,
Zhicheng Dou
Reconstructing Content with Collaborative Attention for Universal Multimodal Representation Learning
SIGIR 2026 ·
Jiahan Chen
,
Da Li
,
Hengran Zhang
,
Yinqiong Cai
,
Lixin Su
,
Jiafeng Guo
,
Daiting Shi
, Dawei Yin,
Keping Bi
Reinforced Efficient Reasoning via Semantically Diverse Exploration
ACL 2026 ·
Ziqi Zhao
,
Zhaochun Ren
,
Jiahong Zou
,
Liu Yang
,
Zhiwei Xu
,
Xuri Ge
,
Zhumin Chen
,
Xinyu Ma
,
Daiting Shi
,
Shuaiqiang Wang
, Dawei Yin,
Xin Xin
Retain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short Memory
SIGKDD 2026 ·
Yuchen Li
,
Jiamin Chen
,
Xinran Chen
,
Zhiyu Li
,
Haojie Zhang
,
Rui Kong
,
Jiayi Li
,
Xinyu Ma
,
Hengyi Cai
,
Lixin Su
,
Shuaiqiang Wang
,
Jiashu Zhao
,
Yongqi Zhang
,
Haoyi Xiong
,
Linghe Kong
,
Lei Chen
, Dawei Yin
Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning
AAAI 2026 ·
Wenda Wei
,
Yu-An Liu
,
Ruqing Zhang
,
Jiafeng Guo
,
Lixin Su
,
Shuaiqiang Wang
, Dawei Yin,
Maarten de Rijke
,
Xueqi Cheng
Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs
WSDM 2026 ·
Jiani Huang
,
Shijie Wang
,
Liangbo Ning
,
Wenqi Fan
,
Shuaiqiang Wang
, Dawei Yin,
Qing Li
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos
SIGKDD 2026 ·
Xubin Ren
,
Lingrui Xu
,
Long Xia
,
Shuaiqiang Wang
, Dawei Yin,
Chao Huang
Advancing Temporal Sensitive Question Answering through Progressive Multi-Step Reflection
CIKM 2025 ·
Ziyang Chen
,
Erxue Min
,
Xiang Zhao
,
Yunxin Li
,
Xin Jia
,
Jinzhi Liao
,
Shuaiqiang Wang
,
Baotian Hu
, Dawei Yin
AgentIR: 2nd Workshop on Agent-based Information Retrieval
SIGIR 2025 ·
Pengyue Jia
,
Qingpeng Cai
,
Xiangyu Zhao
,
Ling Pan
,
Xin Xin
,
Jin Huang
,
Weinan Zhang
,
Li Zhao
, Dawei Yin,
Grace Hui Yang
CLUE: Using Large Language Models for Judging Document Usefulness in Web Search Evaluation
CIKM 2025 ·
Xingzhu Wang
,
Erhan Zhang
,
Yiqun Chen
,
Jinghan Xuan
,
Yucheng Hou
,
Yitong Xu
,
Ying Nie
,
Shuaiqiang Wang
, Dawei Yin,
Jiaxin Mao
CTR-Guided Generative Query Suggestion in Conversational Search
EMNLP 2025 ·
Erxue Min
,
Hsiu-Yuan Huang
,
Xihong Yang
,
Min Yang
,
Xin Jia
,
Yunfang Wu
,
Hengyi Cai
,
Junfeng Wang
,
Shuaiqiang Wang
, Dawei Yin
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
DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender System
ICDE 2025 ·
Xihong Yang
,
Heming Jing
,
Zixing Zhang
,
Jindong Wang
,
Huakang Niu
,
Shuaiqiang Wang
,
Yu Lu
,
Junfeng Wang
, Dawei Yin,
Xinwang Liu
,
En Zhu
,
Defu Lian
,
Erxue Min
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization
CVPR 2025 ·
Zefeng Zhang
,
Hengzhu Tang
,
Jiawei Sheng
,
Zhenyu Zhang
,
Yiming Ren
,
Zhenyang Li
, Dawei Yin,
Duohe Ma
,
Tingwen Liu
Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation
ACL 2025 ·
Dongsheng Zhu
,
Weixian Shi
,
Zhengliang Shi
,
Zhaochun Ren
,
Shuaiqiang Wang
,
Lingyong Yan
, Dawei Yin
Enhancing Retrieval-Augmented Generation via Evidence Tree Search
ACL 2025 ·
Hao Sun
,
Hengyi Cai
,
Yuchen Li
,
Xuanbo Fan
,
Xiaochi Wei
,
Shuaiqiang Wang
,
Yan Zhang
, Dawei Yin
Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation
SIGKDD 2025 ·
Xiaodong Li
,
Hengzhu Tang
,
Jiawei Sheng
,
Xinghua Zhang
,
Li Gao
,
Suqi Cheng
, Dawei Yin,
Tingwen Liu
FULTR: A Large-Scale Fusion Learning to Rank Dataset and Its Application for Satisfaction-Oriented Ranking
SIGKDD 2025 ·
Yuchen Li
,
Hao Zhang
,
Haojie Zhang
,
Hengyi Cai
,
Xinyu Ma
,
Shuaiqiang Wang
,
Haoyi Xiong
,
Zhaochun Ren
,
Maarten de Rijke
, Dawei Yin
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
ICLR 2025 ·
Changle Qu
,
Sunhao Dai
,
Xiaochi Wei
,
Hengyi Cai
,
Shuaiqiang Wang
, Dawei Yin,
Jun Xu
,
Ji-Rong Wen
Generative Retrieval for Book Search
SIGKDD 2025 ·
Yubao Tang
,
Ruqing Zhang
,
Jiafeng Guo
,
Maarten de Rijke
,
Shihao Liu
,
Shuaiqiang Wang
, Dawei Yin,
Xueqi Cheng
Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering
ICML 2025 ·
Xin Yang
,
Xingrun Li
,
Heng Chang
,
Jinze Yang
,
Xihong Yang
,
Shengyu Tao
,
Maiko Shigeno
,
Ningkang Chang
,
Junfeng Wang
, Dawei Yin,
Erxue Min
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards
EMNLP 2025 ·
Xiaolong Wei
,
Bo Lu
,
Xingyu Zhang
,
Zhejun Zhao
,
Dongdong Shen
,
Long Xia
, Dawei Yin
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning
NeurIPS 2025 ·
Yiqun Chen
,
Lingyong Yan
,
Weiwei Sun
,
Xinyu Ma
,
Yi Zhang
,
Shuaiqiang Wang
, Dawei Yin,
Yiming Yang
,
Jiaxin Mao
InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct
AAAI 2025 ·
Yutong Wu
,
Di Huang
,
Wenxuan Shi
,
Wei Wang
,
Yewen Pu
,
Lingzhe Gao
,
Shihao Liu
,
Ziyuan Nan
,
Kaizhao Yuan
,
Rui Zhang
,
Xishan Zhang
,
Zidong Du
,
Qi Guo
, Dawei Yin,
Xing Hu
,
Yunji Chen
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
NeurIPS 2025 ·
Zhengliang Shi
,
Lingyong Yan
, Dawei Yin,
Suzan Verberne
,
Maarten de Rijke
,
Zhaochun Ren
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
ACL 2025 ·
Shijie Wang
,
Wenqi Fan
,
Yue Feng
,
Shanru Lin
,
Xinyu Ma
,
Shuaiqiang Wang
, Dawei Yin
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
Large Language Model for E-Commerce Workshop
WWW 2025 ·
Haoyu Han
,
Xianfeng Tang
,
Jing Huang
,
Monica Xiao Cheng
,
Omar Alonso
,
Hanqing Lu
,
Zhen Li
,
Chen Luo
, Dawei Yin,
Jiliang Tang
Leveraging Generative Models for Real-Time Query-Driven Text Summarization in Large-Scale Web Search
CIKM 2025 ·
Zeyu Xiong
,
Yixuan Nan
,
Li Gao
,
Hengzhu Tang
,
Shuaiqiang Wang
,
Junfeng Wang
, Dawei Yin
M2oERank: Multi-Objective Mixture-of-Experts Enhanced Ranking for Satisfaction-Oriented Web Search
ICDE 2025 ·
Yuchen Li
,
Hao Zhang
,
Yongqi Zhang
,
Xinyu Ma
,
Wenwen Ye
,
Naifei Song
,
Shuaiqiang Wang
,
Haoyi Xiong
, Dawei Yin,
Lei Chen
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification
WWW 2025 ·
Yiqun Chen
,
Jiaxin Mao
,
Yi Zhang
,
Dehong Ma
,
Long Xia
,
Jun Fan
,
Daiting Shi
,
Zhicong Cheng
,
Simiu Gu
, Dawei Yin
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization
ICLR 2025 ·
Yougang Lyu
,
Lingyong Yan
,
Zihan Wang
, Dawei Yin,
Pengjie Ren
,
Maarten de Rijke
,
Zhaochun Ren
MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering
ACM MM 2025 ·
Hui Wu
,
Haoquan Zhai
,
Yuchen Li
,
Hengyi Cai
,
Peirong Zhang
,
Yidan Zhang
,
Lei Wang
,
Chunle Wang
,
Yingyan Hou
,
Shuaiqiang Wang
, Dawei Yin
Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization
EMNLP 2025 ·
Jiulong Wu
,
Zhengliang Shi
,
Shuaiqiang Wang
,
Jizhou Huang
, Dawei Yin,
Lingyong Yan
,
Min Cao
,
Min Zhang
Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question Answering
SIGKDD 2025 ·
Xinran Chen
,
Yuchen Li
,
Hengyi Cai
,
Zhuoran Ma
,
Xuanang Chen
,
Haoyi Xiong
,
Shuaiqiang Wang
,
Ben He
,
Le Sun
, Dawei Yin
Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search
SIGKDD 2025 ·
Hengzhu Tang
,
Zefeng Zhang
,
Zhiping Li
,
Zhenyu Zhang
,
Xing Wu
,
Li Gao
,
Suqi Cheng
, Dawei Yin
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization
NAACL 2025 ·
Jiayi Wu
,
Hengyi Cai
,
Lingyong Yan
,
Hao Sun
,
Xiang Li
,
Shuaiqiang Wang
, Dawei Yin,
Ming Gao
Proactive Guidance of Multi-Turn Conversation in Industrial Search
ACL 2025 ·
Xiaoyu Li
,
Xiao Li
,
Li Gao
,
Yiding Liu
,
Xiaoyang Wang
,
Shuaiqiang Wang
,
Junfeng Wang
, Dawei Yin
RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction
EMNLP 2025 ·
Jinbo Su
,
Lingzhe Gao
,
Wei Li
,
Shihao Liu
,
Haojie Lei
,
Xinyi Wang
,
Yuanzhao Guo
,
Ke Wang
,
Daiting Shi
, Dawei Yin
RankElectra: Semi-supervised Pre-training of Learning-to-Rank Electra for Web-scale Search
SIGKDD 2025 ·
Yuchen Li
,
Haoyi Xiong
,
Yongqi Zhang
,
Jiang Bian
,
Tianhao Peng
,
Xuhong Li
,
Shuaiqiang Wang
,
Linghe Kong
, Dawei Yin
RankExpert: A Mixture of Textual-and-Behavioral Experts for Multi-Objective Learning-to-Rank in Web Search
SIGKDD 2025 ·
Yuchen Li
,
Hao Zhang
,
Yongqi Zhang
,
Hengyi Cai
,
Mingxin Cai
,
Shuaiqiang Wang
,
Haoyi Xiong
,
Linghe Kong
, Dawei Yin,
Lei Chen
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
EMNLP 2025 ·
Junda Zhu
,
Lingyong Yan
,
Shuaiqiang Wang
, Dawei Yin,
Lei Sha
Replication and Exploration of Generative Retrieval over Dynamic Corpora
SIGIR 2025 ·
Zhen Zhang
,
Xinyu Ma
,
Weiwei Sun
,
Pengjie Ren
,
Zhumin Chen
,
Shuaiqiang Wang
, Dawei Yin,
Maarten de Rijke
,
Zhaochun Ren
Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models
ACL 2025 ·
Zhengliang Shi
,
Yuhan Wang
,
Lingyong Yan
,
Pengjie Ren
,
Shuaiqiang Wang
, Dawei Yin,
Zhaochun Ren
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
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
EMNLP 2025 ·
Hang Ni
,
Fan Liu
,
Xinyu Ma
,
Lixin Su
,
Shuaiqiang Wang
, Dawei Yin,
Hui Xiong
,
Hao Liu
Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization
ACL 2025 ·
Yukun Zhao
,
Lingyong Yan
,
Zhenyang Li
,
Shuaiqiang Wang
,
Zhumin Chen
,
Zhaochun Ren
, Dawei Yin
The 2nd Workshop on Large Language Models for E-Commerce
SIGKDD 2025 ·
Haoyu Han
,
Fali Wang
,
Chen Luo
,
Hui Liu
,
Jing Huang
,
Zhen Li
,
Zhenwei Dai
,
Qi He
,
Yiwei Sun
, Dawei Yin,
Suhang Wang
,
Jiliang Tang
,
Jian Pei
,
Xianfeng Tang
The Mirage of Model Editing: Revisiting Evaluation in the Wild
ACL 2025 ·
Wanli Yang
,
Fei Sun
,
Jiajun Tan
,
Xinyu Ma
,
Qi Cao
, Dawei Yin,
Huawei Shen
,
Xueqi Cheng
Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents
WWW 2025 ·
Zhengliang Shi
,
Shen Gao
,
Lingyong Yan
,
Yue Feng
,
Xiuyi Chen
,
Zhumin Chen
, Dawei Yin,
Suzan Verberne
,
Zhaochun Ren
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy
WWW 2025 ·
Yiqun Chen
,
Qi Liu
,
Yi Zhang
,
Weiwei Sun
,
Xinyu Ma
,
Wei Yang
,
Daiting Shi
,
Jiaxin Mao
, Dawei Yin
Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation
AAAI 2025 ·
Shicheng Wang
,
Hengzhu Tang
,
Li Gao
,
Shu Guo
,
Suqi Cheng
,
Junfeng Wang
, Dawei Yin,
Tingwen Liu
,
Lihong Wang
Unbiased Learning to Rank with Query-Level Click Propensity Estimation: Beyond Pointwise Observation and Relevance
WWW 2025 ·
Lulu Yu
,
Keping Bi
,
Jiafeng Guo
,
Shihao Liu
, Dawei Yin,
Xueqi Cheng
Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation
EMNLP 2025 ·
Changle Qu
,
Sunhao Dai
,
Hengyi Cai
,
Yiyang Cheng
,
Jun Xu
,
Shuaiqiang Wang
, Dawei Yin
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation
EMNLP 2025 ·
Hengran Zhang
,
Minghao Tang
,
Keping Bi
,
Jiafeng Guo
,
Shihao Liu
,
Daiting Shi
, Dawei Yin,
Xueqi Cheng
A Robust Semantics-based Watermark for Large Language Model against Paraphrasing
NAACL 2024 ·
Jie Ren
,
Han Xu
,
Yiding Liu
,
Yingqian Cui
,
Shuaiqiang Wang
, Dawei Yin,
Jiliang Tang
A Survey of Large Language Models for Graphs
SIGKDD 2024 ·
Xubin Ren
,
Jiabin Tang
, Dawei Yin,
Nitesh V. Chawla
,
Chao Huang
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
SIGKDD 2024 ·
Wenqi Fan
,
Yujuan Ding
,
Liangbo Ning
,
Shijie Wang
,
Hengyun Li
, Dawei Yin,
Tat-Seng Chua
,
Qing Li
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator
EMNLP 2024 ·
Junda Zhu
,
Lingyong Yan
,
Haibo Shi
, Dawei Yin,
Lei Sha
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning
EMNLP 2024 ·
Hao Sun
,
Jiayi Wu
,
Hengyi Cai
,
Xiaochi Wei
,
Yue Feng
,
Bo Wang
,
Shuaiqiang Wang
,
Yan Zhang
, Dawei Yin
AgentIR: 1st Workshop on Agent-based Information Retrieval
SIGIR 2024 ·
Qingpeng Cai
,
Xiangyu Zhao
,
Ling Pan
,
Xin Xin
,
Jin Huang
,
Weinan Zhang
,
Li Zhao
, Dawei Yin,
Grace Hui Yang
Cross-model Control: Improving Multiple Large Language Models in One-time Training
NeurIPS 2024 ·
Jiayi Wu
,
Hao Sun
,
Hengyi Cai
,
Lixin Su
,
Shuaiqiang Wang
, Dawei Yin,
Xiang Li
,
Ming Gao
Exploring Memorization in Fine-tuned Language Models
ACL 2024 ·
Shenglai Zeng
,
Yaxin Li
,
Jie Ren
,
Yiding Liu
,
Han Xu
,
Pengfei He
,
Yue Xing
,
Shuaiqiang Wang
,
Jiliang Tang
, Dawei Yin
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding
ECAI 2024 ·
Jingyang Deng
,
Zhengyang Shen
,
Boyang Wang
,
Lixin Su
,
Suqi Cheng
,
Ying Nie
,
Junfeng Wang
, Dawei Yin,
Jinwen Ma
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
NeurIPS 2024 ·
Pengyue Jia
,
Yiding Liu
,
Xiaopeng Li
,
Xiangyu Zhao
,
Yuhao Wang
,
Yantong Du
,
Xiao Han
,
Xuetao Wei
,
Shuaiqiang Wang
, Dawei Yin
GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation
EMNLP 2024 ·
Wenjie Zhou
,
Zhenxin Ding
,
Xiaodong Zhang
,
Haibo Shi
,
Junfeng Wang
, Dawei Yin
GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract)
IJCAI 2024 ·
Yuchen Li
,
Haoyi Xiong
,
Linghe Kong
,
Jiang Bian
,
Shuaiqiang Wang
,
Guihai Chen
, Dawei Yin
Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
ICML 2024 ·
Xixun Lin
,
Wenxiao Zhang
,
Fengzhao Shi
,
Chuan Zhou
,
Lixin Zou
,
Xiangyu Zhao
, Dawei Yin,
Shirui Pan
,
Yanan Cao
GraphGPT: Graph Instruction Tuning for Large Language Models
SIGIR 2024 ·
Jiabin Tang
,
Yuhao Yang
,
Wei Wei
,
Lei Shi
,
Lixin Su
,
Suqi Cheng
, Dawei Yin,
Chao Huang
HiGPT: Heterogeneous Graph Language Model
SIGKDD 2024 ·
Jiabin Tang
,
Yuhao Yang
,
Wei Wei
,
Lei Shi
,
Long Xia
, Dawei Yin,
Chao Huang
Hyperbolic Contrastive Learning for Cross-Domain Recommendation
CIKM 2024 ·
Xin Yang
,
Heng Chang
,
Zhijian Lai
,
Jinze Yang
,
Xingrun Li
,
Yu Lu
,
Shuaiqiang Wang
, Dawei Yin,
Erxue Min
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models
EMNLP 2024 ·
Yougang Lyu
,
Lingyong Yan
,
Shuaiqiang Wang
,
Haibo Shi
, Dawei Yin,
Pengjie Ren
,
Zhumin Chen
,
Maarten de Rijke
,
Zhaochun Ren
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method
NAACL 2024 ·
Yukun Zhao
,
Lingyong Yan
,
Weiwei Sun
,
Guoliang Xing
,
Chong Meng
,
Shuaiqiang Wang
,
Zhicong Cheng
,
Zhaochun Ren
, Dawei Yin
LLMRec: Large Language Models with Graph Augmentation for Recommendation
WSDM 2024 ·
Wei Wei
,
Xubin Ren
,
Jiabin Tang
,
Qinyong Wang
,
Lixin Su
,
Suqi Cheng
,
Junfeng Wang
, Dawei Yin,
Chao Huang
LT2R: Learning to Online Learning to Rank for Web Search
ICDE 2024 ·
Xiaokai Chu
,
Changying Hao
,
Shuaiqiang Wang
, Dawei Yin,
Jiashu Zhao
,
Lixin Zou
,
Chenliang Li
Large Language Models for Graphs: Progresses and Directions
WWW 2024 ·
Chao Huang
,
Xubin Ren
,
Jiabin Tang
, Dawei Yin,
Nitesh V. Chawla
Learning to Use Tools via Cooperative and Interactive Agents
EMNLP 2024 ·
Zhengliang Shi
,
Shen Gao
,
Xiuyi Chen
,
Yue Feng
,
Lingyong Yan
,
Haibo Shi
, Dawei Yin,
Pengjie Ren
,
Suzan Verberne
,
Zhaochun Ren
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval
EMNLP 2024 ·
Weiwei Sun
,
Zhengliang Shi
,
Wu Long
,
Lingyong Yan
,
Xinyu Ma
,
Yiding Liu
,
Min Cao
, Dawei Yin,
Zhaochun Ren
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion
NAACL 2024 ·
Pengyue Jia
,
Yiding Liu
,
Xiangyu Zhao
,
Xiaopeng Li
,
Changying Hao
,
Shuaiqiang Wang
, Dawei Yin
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract)
IJCAI 2024 ·
Yuchen Li
,
Haoyi Xiong
,
Linghe Kong
,
Zeyi Sun
,
Hongyang Chen
,
Shuaiqiang Wang
, Dawei Yin
PSP: Pre-training and Structure Prompt Tuning for Graph Neural Networks
ECML-PKDD 2024 ·
Qingqing Ge
,
Zeyuan Zhao
,
Yiding Liu
,
Anfeng Cheng
,
Xiang Li
,
Shuaiqiang Wang
, Dawei Yin
Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning
ECCV 2024 ·
Fanyue Wei
,
Wei Zeng
,
Zhenyang Li
, Dawei Yin,
Lixin Duan
,
Wen Li
Representation Learning with Large Language Models for Recommendation
WWW 2024 ·
Xubin Ren
,
Wei Wei
,
Lianghao Xia
,
Lixin Su
,
Suqi Cheng
,
Junfeng Wang
, Dawei Yin,
Chao Huang
Text-Video Retrieval via Multi-Modal Hypergraph Networks
WSDM 2024 ·
Qian Li
,
Lixin Su
,
Jiashu Zhao
,
Long Xia
,
Hengyi Cai
,
Suqi Cheng
,
Hengzhu Tang
,
Junfeng Wang
, Dawei Yin
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse
ACL 2024 ·
Wanli Yang
,
Fei Sun
,
Xinyu Ma
,
Xun Liu
, Dawei Yin,
Xueqi Cheng
The Fall of ROME: Understanding the Collapse of LLMs in Model Editing
EMNLP 2024 ·
Wanli Yang
,
Fei Sun
,
Jiajun Tan
,
Xinyu Ma
,
Du Su
, Dawei Yin,
Huawei Shen
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
ACL 2024 ·
Shenglai Zeng
,
Jiankun Zhang
,
Pengfei He
,
Yiding Liu
,
Yue Xing
,
Han Xu
,
Jie Ren
,
Yi Chang
,
Shuaiqiang Wang
, Dawei Yin,
Jiliang Tang
Towards Completeness-Oriented Tool Retrieval for Large Language Models
CIKM 2024 ·
Changle Qu
,
Sunhao Dai
,
Xiaochi Wei
,
Hengyi Cai
,
Shuaiqiang Wang
, Dawei Yin,
Jun Xu
,
Ji-Rong Wen
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection
EMNLP 2024 ·
Hao Sun
,
Hengyi Cai
,
Bo Wang
,
Yingyan Hou
,
Xiaochi Wei
,
Shuaiqiang Wang
,
Yan Zhang
, Dawei Yin
UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle
NAACL 2024 ·
Yutao Mou
,
Kexiang Wang
,
Jianhe Lin
,
Dehong Ma
,
Jun Fan
,
Daiting Shi
,
Zhicong Cheng
,
Simiu Gu
, Dawei Yin,
Weiran Xu
Unbiased Learning-to-Rank Needs Unconfounded Propensity Estimation
SIGIR 2024 ·
Dan Luo
,
Lixin Zou
,
Qingyao Ai
,
Zhiyu Chen
,
Chenliang Li
, Dawei Yin,
Brian D. Davison
Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback
SIGIR 2024 ·
Qian Dong
,
Yiding Liu
,
Qingyao Ai
,
Zhijing Wu
,
Haitao Li
,
Yiqun Liu
,
Shuaiqiang Wang
, Dawei Yin,
Shaoping Ma
UrbanGPT: Spatio-Temporal Large Language Models
SIGKDD 2024 ·
Zhonghang Li
,
Lianghao Xia
,
Jiabin Tang
,
Yong Xu
,
Lei Shi
,
Long Xia
, Dawei Yin,
Chao Huang
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization
NAACL 2024 ·
Dongsheng Zhu
,
Daniel Tang
,
Weidong Han
,
Jinghui Lu
,
Yukun Zhao
,
Guoliang Xing
,
Junfeng Wang
, Dawei Yin
Whole Page Unbiased Learning to Rank
WWW 2024 ·
Haitao Mao
,
Lixin Zou
,
Yujia Zheng
,
Jiliang Tang
,
Xiaokai Chu
,
Jiashu Zhao
,
Qian Wang
, Dawei Yin