Shuaiqiang Wang

64 papers at tracked venues · 40 at CORE A* · active 2024–2026

Venues

ACL ×13 EMNLP ×9 SIGKDD ×8 AAAI ×5 CIKM ×5 NAACL ×4 ICDE ×3 NeurIPS ×3 SIGIR ×3 WWW ×3 ECML-PKDD ×2 IJCAI ×2 ACM MM ×1 ECIR ×1 ICLR ×1 WSDM ×1

Frequent coauthors

Dawei Yin

×60

Hengyi Cai

×20

Yuchen Li

×15

Xinyu Ma

×14

Lingyong Yan

×10

Yiding Liu

×10

Zhaochun Ren

×9

Haoyi Xiong

×9

Xiaochi Wei

×7

Linghe Kong

×6

Xiang Li

×6

Erxue Min

×6

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
Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models
AAAI 2026 ·
Jinman Zhao
,
Erxue Min
,
Hui Wu
,
Ziheng Li
,
Zexu Sun
,
Hengyi Cai
, Shuaiqiang Wang,
Xu Chen
,
Gerald Penn
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
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
VPN: Visual Prompt Navigation
AAAI 2026 ·
Shuo Feng
,
Zihan Wang
,
Yuchen Li
,
Rui Kong
,
Hengyi Cai
, Shuaiqiang Wang,
Gim Hee Lee
,
Piji Li
,
Shuqiang Jiang
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
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
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
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
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
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
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
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
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
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
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
Variational Graph Autoencoder for Heterogeneous Information Networks with Missing and Inaccurate Attributes
SIGKDD 2025 ·
Yige Zhao
,
Jianxiang Yu
,
Yao Cheng
,
Chengcheng Yu
,
Yiding Liu
,
Xiang Li
, Shuaiqiang Wang
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
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
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
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
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
HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness
ECML-PKDD 2024 ·
Zeyuan Zhao
,
Qingqing Ge
,
Anfeng Cheng
,
Yiding Liu
,
Xiang Li
, Shuaiqiang Wang
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
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
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
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
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