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Yangqiu Song

Hong Kong University of Science and Technology (HKUST), Department of Computer Science and Engineering, Tai Po Tsai, Hong Kong

71 papers at tracked venues · 45 at CORE A* · active 2024–2026

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Venues

ACL ×31EMNLP ×18NAACL ×4SIGKDD ×3ACM MM ×2NeurIPS ×2WWW ×2AAAI ×1CIKM ×1CVPR ×1EACL ×1ECAI ×1ICLR ×1ICML ×1SIGMOD ×1WSDM ×1

Frequent coauthors

Haoran Li
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Yulin Chen
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Weiqi Wang
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Jiaxin Bai
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Zhaowei Wang
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Tianshi Zheng
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Chunkit Chan
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Wei Fan
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Wenbin Hu
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Peng Xie
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Hang Yin
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Cheng Jiayang
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Papers

  1. AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
    ACL 2026 ·
    Hong Ting Tsang
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  2. AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
    ACL 2026 ·
    Jiaxin Bai
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  3. ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance
    ACL 2026 ·
    Haoran Li
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  4. DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay
    ACL 2026 ·
    Yunxiang Mo
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  5. DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping
    ACL 2026 ·
    Wei Fan
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  6. GrandGuard: Taxonomy, Benchmark, and Safeguards for Elderly-Chatbot Interaction Safety
    ACL 2026 ·
    Changxuan Fan
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  7. InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling
    ACL 2026 ·
    Haochen Shi
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  8. Intention Knowledge Graph Construction for User Intention Relation Modeling
    EACL 2026 ·
    Jiaxin Bai
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  9. Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries
    ACL 2026 ·
    Ki Sen Hung
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  10. OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset
    ACL 2026 ·
    Wenbin Hu
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  11. Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction
    ACL 2026 ·
    Yulin Chen
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  12. SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding
    ACL 2026 ·
    Yuqi Yang
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  13. Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model
    WWW 2026 ·
    Yisen Gao
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  14. XToM: Exploring the Multilingual Theory of Mind for Large Language Models
    ACL 2026 ·
    Chunkit Chan
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  15. arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation
    ACL 2026 ·
    Weiqi Wang
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  16. A Survey of RAG-Reasoning Systems in Large Language Models
    EMNLP 2025 ·
    Yangning Li
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  17. Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
    EMNLP 2025 ·
    Yulin Chen
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  18. Can Indirect Prompt Injection Attacks Be Detected and Removed?
    ACL 2025 ·
    Yulin Chen
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  19. Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks
    CVPR 2025 ·
    Peng Xie
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  20. ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
    ACL 2025 ·
    Qing Zong
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  21. ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning
    ACL 2025 ·
    Liyu Zhang
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  22. Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction
    NAACL 2025 ·
    Kaiqiao Han
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  23. Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning
    EMNLP 2025 ·
    Wenbin Hu
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  24. Defense Against Prompt Injection Attack by Leveraging Attack Techniques
    ACL 2025 ·
    Yulin Chen
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  25. DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes
    EMNLP 2025 ·
    Zhaowei Wang
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  26. EFOk-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation
    SIGKDD 2025 ·
    Hang Yin
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  27. EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
    ACL 2025 ·
    Weiqi Wang
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  28. Enhancing Transformers for Generalizable First-Order Logical Entailment
    ACL 2025 ·
    Tianshi Zheng
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  29. Extending Complex Logical Queries on Uncertain Knowledge Graphs
    ACL 2025 ·
    Weizhi Fei
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  30. From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
    EMNLP 2025 ·
    Tianshi Zheng
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  31. Frontiers in Graph Machine Learning for the Large Model Era
    CIKM 2025 ·
    Qingyun Sun
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  32. InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding
    EMNLP 2025 ·
    Cheng Jiayang
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  33. KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
    ACL 2025 ·
    Tianshi Zheng
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  34. LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
    EMNLP 2025 ·
    Tianshi Zheng
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  35. MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset
    ACL 2025 ·
    Weiqi Wang
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  36. MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol
    EMNLP 2025 ·
    Huihao Jing
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  37. MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
    NeurIPS 2025 ·
    Zhaowei Wang
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  38. On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions
    EMNLP 2025 ·
    Weiqi Wang
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  39. Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations
    ACL 2025 ·
    Chunyang Li
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  40. PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
    ACL 2025 ·
    Haoran Li
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  41. Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory
    NAACL 2025 ·
    Haoran Li
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  42. Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?
    ACL 2025 ·
    Jiayu Liu
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  43. Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization
    ICML 2025 ·
    Peiyan Zhang
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  44. Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models
    AAAI 2025 ·
    Haoran Li
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  45. SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset
    NeurIPS 2025 ·
    Peng Xie
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  46. TopicAttack: An Indirect Prompt Injection Attack via Topic Transition
    EMNLP 2025 ·
    Yulin Chen
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  47. AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation
    ACL 2024 ·
    Zhaowei Wang
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  48. AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
    NAACL 2024 ·
    Zhaowei Wang
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  49. ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities
    EMNLP 2024 ·
    Ying Su
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  50. Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
    ACL 2024 ·
    Jiaxin Bai
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  51. Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
    ECAI 2024 ·
    Chunkit Chan
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  52. CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
    ACL 2024 ·
    Weiqi Wang
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  53. COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon
    SIGMOD 2024 ·
    Changlong Yu
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  54. Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
    ACL 2024 ·
    Tianqing Fang
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  55. ECON: On the Detection and Resolution of Evidence Conflicts
    EMNLP 2024 ·
    Cheng Jiayang
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  56. Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering
    EMNLP 2024 ·
    Yao Xu
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  57. Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning
    NAACL 2024 ·
    Tianqing Fang
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  58. GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
    EMNLP 2024 ·
    Wei Fan
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  59. IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce
    EMNLP 2024 ·
    Wenxuan Ding
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  60. MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
    EMNLP 2024 ·
    Baixuan Xu
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  61. Miko: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery
    ACM MM 2024 ·
    Feihong Lu
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  62. NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
    EMNLP 2024 ·
    Chunkit Chan
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  63. New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends
    WWW 2024 ·
    Lihui Liu
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  64. PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models
    ACL 2024 ·
    Haoran Li
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  65. Privacy-Preserved Neural Graph Databases
    SIGKDD 2024 ·
    Qi Hu
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  66. Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors
    ICLR 2024 ·
    Hang Yin
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  67. Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
    ACL 2024 ·
    Qineng Wang
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  68. Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
    EMNLP 2024 ·
    Zheye Deng
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  69. Understanding Inter-Session Intentions via Complex Logical Reasoning
    SIGKDD 2024 ·
    Jiaxin Bai
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  70. UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation
    ACM MM 2024 ·
    Siru Zhong
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  71. User Consented Federated Recommender System Against Personalized Attribute Inference Attack
    WSDM 2024 ·
    Qi Hu
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