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Wenya Wang

Nanyang Technological University, Singapore

31 papers at tracked venues · 26 at CORE A* · active 2024–2026

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Venues

ACL ×16AAAI ×4ACM MM ×3EMNLP ×3CIKM ×1NAACL ×1NeurIPS ×1SIGIR ×1WWW ×1

Frequent coauthors

Hang Chen
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Hui Liu
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Junlin Fang
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Yumeng Shi
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Qisheng Hu
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Jianzhu Bao
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Ziwei Huang
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Chengtao Lv
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Jianpeng Zhou
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Derrick Goh Xin Deik
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Yin Wu
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Yangneng Chen
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Papers

  1. Causality Matters: How Temporal Information Emerges in Video Language Models
    AAAI 2026 ·
    Yumeng Shi
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  2. Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification
    ACL 2026 ·
    Qisheng Hu
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  3. From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation
    ACL 2026 ·
    Ziwei Huang
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  4. LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit
    AAAI 2026 ·
    Chengtao Lv
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  5. Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding
    ACL 2026 ·
    Jianzhu Bao
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  6. Policy-Guided Stepwise Action Planning for Controllable LLM Reasoning
    ACL 2026 ·
    Jianpeng Zhou
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  7. Programming over Thinking: Efficient and Robust Multi-Constraint Planning
    ACL 2026 ·
    Derrick Goh Xin Deik
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  8. Skill Path: Unveiling Language Skills from Circuit Graphs
    AAAI 2026 ·
    Hang Chen
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  9. Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios
    ACL 2026 ·
    Hui Liu
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  10. Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries
    SIGIR 2026 ·
    Yin Wu
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  11. Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination
    ACL 2026 ·
    Yangneng Chen
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  12. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
    ACL 2025 ·
    Yifan Lu
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  13. Damage Analysis via Bidirectional Multi-Task Cascaded Multimodal Fusion
    WWW 2025 ·
    Tao Liang
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  14. Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?
    NAACL 2025 ·
    Qisheng Hu
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  15. Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining
    EMNLP 2025 ·
    Jianzhu Bao
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  16. MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming
    ACL 2025 ·
    Weiyang Guo
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  17. Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
    ACL 2025 ·
    Junlin Li
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  18. Quantifying Semantic Emergence in Language Models
    ACL 2025 ·
    Hang Chen
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  19. Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation
    AAAI 2025 ·
    Ziyan Wang
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  20. Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
    ACL 2025 ·
    Quanyu Long
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  21. Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates
    NeurIPS 2025 ·
    Hang Chen
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  22. STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment
    EMNLP 2025 ·
    Jiaqian Li
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  23. Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering
    EMNLP 2025 ·
    Yumeng Shi
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  24. Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
    ACL 2025 ·
    Hui Liu
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  25. Why is a Bird's Caption a Good Demonstration? Towards Effective Multimodal In-Context Learning without Dedicated Data
    ACM MM 2025 ·
    Junlin Fang
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  26. Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification
    ACL 2024 ·
    Soumya Sanyal
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  27. Generative Multimodal Data Augmentation for Low-Resource Multimodal Named Entity Recognition
    ACM MM 2024 ·
    Ziyan Li
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  28. Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans
    CIKM 2024 ·
    Junlin Fang
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  29. Sentiment-oriented Sarcasm Integration for Video Sentiment Analysis Enhancement with Sarcasm Assistance
    ACM MM 2024 ·
    Junlin Fang
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  30. TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection
    ACL 2024 ·
    Hui Liu
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  31. Training Language Models to Generate Text with Citations via Fine-grained Rewards
    ACL 2024 ·
    Chengyu Huang
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