PPaperPicks

Wenya Wang

Nanyang Technological University, Singapore

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

DBLP profile ↗ORCID 0000-0001-5612-7818 ↗Homepage ↗

Venues

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

Frequent coauthors

Quanyu Long
×8
Qisheng Hu
×4
Jing Li
×4
Fengmao Lv
×4
Yumeng Shi
×3
Hang Chen
×3
Xinyu Yang
×3
Jiaying Zhu
×3
Hui Liu
×3
Haoliang Li
×3
Min Zhang
×3
Junlin Fang
×3

Papers

  1. Causality Matters: How Temporal Information Emerges in Video Language Models
    AAAI 2026 ·
    Yumeng Shi
    ,
    Quanyu Long
    ,
    Yin Wu
    , Wenya Wang
  2. Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification
    ACL 2026 ·
    Qisheng Hu
    ,
    Quanyu Long
    , Wenya Wang
  3. From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation
    ACL 2026 ·
    Ziwei Huang
    ,
    Yin Shu
    ,
    Hao Fang
    ,
    Quanyu Long
    , Wenya Wang,
    Qiushi Guo
    ,
    Tiezheng Ge
    ,
    Leilei Gan
  4. LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit
    AAAI 2026 ·
    Chengtao Lv
    ,
    Bilang Zhang
    ,
    Yang Yong
    ,
    Ruihao Gong
    ,
    Yushi Huang
    ,
    Shiqiao Gu
    ,
    Jiajun Wu
    ,
    Yumeng Shi
    ,
    Jinyang Guo
    , Wenya Wang
  5. Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding
    ACL 2026 ·
    Jianzhu Bao
    ,
    Haozhen Zhang
    ,
    Kuicai Dong
    ,
    Bozhi Wu
    ,
    Sarthak Ketanbhai Modi
    ,
    Zi Pong Lim
    ,
    Yon Shin Teo
    , Wenya Wang
  6. Policy-Guided Stepwise Action Planning for Controllable LLM Reasoning
    ACL 2026 ·
    Jianpeng Zhou
    ,
    Qisheng Hu
    ,
    Jiahai Wang
    , Wenya Wang
  7. Programming over Thinking: Efficient and Robust Multi-Constraint Planning
    ACL 2026 ·
    Derrick Goh Xin Deik
    ,
    Quanyu Long
    ,
    Zhengyuan Liu
    ,
    Nancy F. Chen
    , Wenya Wang
  8. Skill Path: Unveiling Language Skills from Circuit Graphs
    AAAI 2026 ·
    Hang Chen
    ,
    Xinyu Yang
    ,
    Jiaying Zhu
    , Wenya Wang
  9. Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios
    ACL 2026 ·
    Hui Liu
    ,
    Bin Zou
    ,
    Kecheng Chen
    ,
    Jie Liu
    , Wenya Wang,
    Haoliang Li
  10. Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries
    SIGIR 2026 ·
    Yin Wu
    ,
    Quanyu Long
    ,
    Jing Li
    ,
    Jianfei Yu
    , Wenya Wang
  11. Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination
    ACL 2026 ·
    Yangneng Chen
    ,
    Junlin Li
    ,
    Weijun Yao
    ,
    Xilai Ma
    ,
    Guodong Du
    , Wenya Wang,
    Jing Li
  12. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
    ACL 2025 ·
    Yifan Lu
    ,
    Jing Li
    ,
    Yigeng Zhou
    ,
    Yihui Zhang
    , Wenya Wang,
    Xiucheng Li
    ,
    Meishan Zhang
    ,
    Fangming Liu
    ,
    Jun Yu
    ,
    Min Zhang
  13. Damage Analysis via Bidirectional Multi-Task Cascaded Multimodal Fusion
    WWW 2025 ·
    Tao Liang
    ,
    Siying Wu
    ,
    Junfeng Fang
    ,
    Guowu Yang
    , Wenya Wang,
    Fengmao Lv
  14. Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?
    NAACL 2025 ·
    Qisheng Hu
    ,
    Quanyu Long
    , Wenya Wang
  15. Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining
    EMNLP 2025 ·
    Jianzhu Bao
    ,
    Yuqi Huang
    ,
    Yang Sun
    , Wenya Wang,
    Yice Zhang
    ,
    Bojun Jin
    ,
    Ruifeng Xu
  16. MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming
    ACL 2025 ·
    Weiyang Guo
    ,
    Jing Li
    , Wenya Wang,
    Yu Li
    ,
    Daojing He
    ,
    Jun Yu
    ,
    Min Zhang
  17. Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
    ACL 2025 ·
    Junlin Li
    ,
    Guodong Du
    ,
    Jing Li
    ,
    Sim Kuan Goh
    , Wenya Wang,
    Yequan Wang
    ,
    Fangming Liu
    ,
    Ho-Kin Tang
    ,
    Saleh Alharbi
    ,
    Daojing He
    ,
    Min Zhang
  18. Quantifying Semantic Emergence in Language Models
    ACL 2025 ·
    Hang Chen
    ,
    Xinyu Yang
    ,
    Jiaying Zhu
    , Wenya Wang
  19. Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation
    AAAI 2025 ·
    Ziyan Wang
    ,
    Yingpeng Du
    ,
    Zhu Sun
    ,
    Haoyan Chua
    ,
    Kaidong Feng
    , Wenya Wang,
    Jie Zhang
  20. Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
    ACL 2025 ·
    Quanyu Long
    ,
    Jianda Chen
    ,
    Zhengyuan Liu
    ,
    Nancy F. Chen
    , Wenya Wang,
    Sinno Jialin Pan
  21. Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates
    NeurIPS 2025 ·
    Hang Chen
    ,
    Jiaying Zhu
    ,
    Xinyu Yang
    , Wenya Wang
  22. STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment
    EMNLP 2025 ·
    Jiaqian Li
    ,
    Qisheng Hu
    ,
    Jing Li
    , Wenya Wang
  23. Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering
    EMNLP 2025 ·
    Yumeng Shi
    ,
    Quanyu Long
    , Wenya Wang
  24. Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
    ACL 2025 ·
    Hui Liu
    , Wenya Wang,
    Hao Sun
    ,
    Chris Xing Tian
    ,
    Chenqi Kong
    ,
    Xin Dong
    ,
    Haoliang Li
  25. Why is a Bird's Caption a Good Demonstration? Towards Effective Multimodal In-Context Learning without Dedicated Data
    ACM MM 2025 ·
    Junlin Fang
    , Wenya Wang,
    Lingli Zhang
    ,
    Fengmao Lv
  26. Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification
    ACL 2024 ·
    Soumya Sanyal
    ,
    Tianyi Xiao
    ,
    Jiacheng Liu
    , Wenya Wang,
    Xiang Ren
  27. Generative Multimodal Data Augmentation for Low-Resource Multimodal Named Entity Recognition
    ACM MM 2024 ·
    Ziyan Li
    ,
    Jianfei Yu
    ,
    Jia Yang
    , Wenya Wang,
    Li Yang
    ,
    Rui Xia
  28. Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans
    CIKM 2024 ·
    Junlin Fang
    , Wenya Wang,
    Tianze Luo
    ,
    Yanyong Huang
    ,
    Fengmao Lv
  29. Sentiment-oriented Sarcasm Integration for Video Sentiment Analysis Enhancement with Sarcasm Assistance
    ACM MM 2024 ·
    Junlin Fang
    , Wenya Wang,
    Guosheng Lin
    ,
    Fengmao Lv
  30. TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection
    ACL 2024 ·
    Hui Liu
    , Wenya Wang,
    Haoru Li
    ,
    Haoliang Li
  31. Training Language Models to Generate Text with Citations via Fine-grained Rewards
    ACL 2024 ·
    Chengyu Huang
    ,
    Zeqiu Wu
    ,
    Yushi Hu
    , Wenya Wang