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Shuaiqiang Wang

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

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Venues

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

Frequent coauthors

Yuchen Li
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Changle Qu
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Hao Sun
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Zhen Zhang
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Wenhan Liu
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Jiayi Wu
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Yukun Zhao
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Shenglai Zeng
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Pengyue Jia
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Xu Chu
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Qiyang Li
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Can Xu
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Papers

  1. Accurate and Efficient Personalized Query Rewriting in Baidu Search
    WWW 2026 ·
    Xu Chu
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  2. AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization
    AAAI 2026 ·
    Qiyang Li
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  3. Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models
    ACL 2026 ·
    Can Xu
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  4. Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models
    AAAI 2026 ·
    Jinman Zhao
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  5. DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent
    SIGIR 2026 ·
    Tongzhou Wu
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  6. Efficient Thought Space Exploration Through Strategic Intervention
    AAAI 2026 ·
    Ziheng Li
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  7. LLM-Based Listwise Reranking Under the Effect of Positional Bias
    ECIR 2026 ·
    Jingfen Qiao
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  8. MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
    ACL 2026 ·
    Changle Qu
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  9. Model Editing for New Document Integration in Generative Information Retrieval
    WWW 2026 ·
    Zhen Zhang
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  10. Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search
    WWW 2026 ·
    Yuchen Li
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  11. Reinforced Efficient Reasoning via Semantically Diverse Exploration
    ACL 2026 ·
    Ziqi Zhao
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  12. Retain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short Memory
    SIGKDD 2026 ·
    Yuchen Li
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  13. Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning
    AAAI 2026 ·
    Wenda Wei
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  14. Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs
    WSDM 2026 ·
    Jiani Huang
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  15. VPN: Visual Prompt Navigation
    AAAI 2026 ·
    Shuo Feng
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  16. VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos
    SIGKDD 2026 ·
    Xubin Ren
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  17. Advancing Temporal Sensitive Question Answering through Progressive Multi-Step Reflection
    CIKM 2025 ·
    Ziyang Chen
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  18. CLUE: Using Large Language Models for Judging Document Usefulness in Web Search Evaluation
    CIKM 2025 ·
    Xingzhu Wang
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  19. CTR-Guided Generative Query Suggestion in Conversational Search
    EMNLP 2025 ·
    Erxue Min
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  20. CoRanking: Collaborative Ranking with Small and Large Ranking Agents
    EMNLP 2025 ·
    Wenhan Liu
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  21. DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender System
    ICDE 2025 ·
    Xihong Yang
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  22. Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation
    ACL 2025 ·
    Dongsheng Zhu
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  23. Enhancing Retrieval-Augmented Generation via Evidence Tree Search
    ACL 2025 ·
    Hao Sun
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  24. FULTR: A Large-Scale Fusion Learning to Rank Dataset and Its Application for Satisfaction-Oriented Ranking
    SIGKDD 2025 ·
    Yuchen Li
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  25. From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
    ICLR 2025 ·
    Changle Qu
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  26. Generative Retrieval for Book Search
    SIGKDD 2025 ·
    Yubao Tang
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  27. Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning
    NeurIPS 2025 ·
    Yiqun Chen
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  28. Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
    ACL 2025 ·
    Shijie Wang
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  29. LLMs + Persona-Plug = Personalized LLMs
    ACL 2025 ·
    Jiongnan Liu
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  30. Leveraging Generative Models for Real-Time Query-Driven Text Summarization in Large-Scale Web Search
    CIKM 2025 ·
    Zeyu Xiong
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  31. M2oERank: Multi-Objective Mixture-of-Experts Enhanced Ranking for Satisfaction-Oriented Web Search
    ICDE 2025 ·
    Yuchen Li
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  32. MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering
    ACM MM 2025 ·
    Hui Wu
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  33. Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization
    EMNLP 2025 ·
    Jiulong Wu
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  34. Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question Answering
    SIGKDD 2025 ·
    Xinran Chen
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  35. PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization
    NAACL 2025 ·
    Jiayi Wu
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  36. Proactive Guidance of Multi-Turn Conversation in Industrial Search
    ACL 2025 ·
    Xiaoyu Li
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  37. RankElectra: Semi-supervised Pre-training of Learning-to-Rank Electra for Web-scale Search
    SIGKDD 2025 ·
    Yuchen Li
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  38. RankExpert: A Mixture of Textual-and-Behavioral Experts for Multi-Objective Learning-to-Rank in Web Search
    SIGKDD 2025 ·
    Yuchen Li
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  39. Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
    EMNLP 2025 ·
    Junda Zhu
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  40. Replication and Exploration of Generative Retrieval over Dynamic Corpora
    SIGIR 2025 ·
    Zhen Zhang
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  41. Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models
    ACL 2025 ·
    Zhengliang Shi
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  42. Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
    ACL 2025 ·
    Wenhan Liu
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  43. TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
    EMNLP 2025 ·
    Hang Ni
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  44. Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization
    ACL 2025 ·
    Yukun Zhao
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  45. Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation
    EMNLP 2025 ·
    Changle Qu
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  46. Variational Graph Autoencoder for Heterogeneous Information Networks with Missing and Inaccurate Attributes
    SIGKDD 2025 ·
    Yige Zhao
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  47. A Robust Semantics-based Watermark for Large Language Model against Paraphrasing
    NAACL 2024 ·
    Jie Ren
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  48. AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning
    EMNLP 2024 ·
    Hao Sun
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  49. Cross-model Control: Improving Multiple Large Language Models in One-time Training
    NeurIPS 2024 ·
    Jiayi Wu
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  50. Exploring Memorization in Fine-tuned Language Models
    ACL 2024 ·
    Shenglai Zeng
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  51. G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
    NeurIPS 2024 ·
    Pengyue Jia
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  52. GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract)
    IJCAI 2024 ·
    Yuchen Li
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  53. HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness
    ECML-PKDD 2024 ·
    Zeyuan Zhao
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  54. Hyperbolic Contrastive Learning for Cross-Domain Recommendation
    CIKM 2024 ·
    Xin Yang
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  55. KnowTuning: Knowledge-aware Fine-tuning for Large Language Models
    EMNLP 2024 ·
    Yougang Lyu
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  56. Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method
    NAACL 2024 ·
    Yukun Zhao
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  57. LT2R: Learning to Online Learning to Rank for Web Search
    ICDE 2024 ·
    Xiaokai Chu
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  58. MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion
    NAACL 2024 ·
    Pengyue Jia
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  59. MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract)
    IJCAI 2024 ·
    Yuchen Li
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  60. PSP: Pre-training and Structure Prompt Tuning for Graph Neural Networks
    ECML-PKDD 2024 ·
    Qingqing Ge
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  61. The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
    ACL 2024 ·
    Shenglai Zeng
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  62. Towards Completeness-Oriented Tool Retrieval for Large Language Models
    CIKM 2024 ·
    Changle Qu
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  63. Towards Verifiable Text Generation with Evolving Memory and Self-Reflection
    EMNLP 2024 ·
    Hao Sun
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  64. Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback
    SIGIR 2024 ·
    Qian Dong
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