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Wenya Wang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

50

Venues

13

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

50 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISkill Path: Unveiling Language Skills from Circuit Graphs.Hang Chen, Xinyu Yang, Jiaying Zhu, Wenya Wang
2026AAAILLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit.Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang
2026AAAICausality Matters: How Temporal Information Emerges in Video Language Models.Yumeng Shi, Quanyu Long, Yin Wu, Wenya Wang
2026ACLLearning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding.Jianzhu Bao, Haozhen Zhang, Kuicai Dong, Bozhi Wu, Sarthak Ketanbhai Modi, Zi Pong Lim, Yon Shin Teo, Wenya Wang
2026ACLVocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination.Yangneng Chen, Junlin Li, Weijun Yao, Xilai Ma, Guodong Du, Wenya Wang, Jing Li
2026ACLProgramming over Thinking: Efficient and Robust Multi-Constraint Planning.Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu, Nancy F. Chen, Wenya Wang
2026ACLFrom Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation.Ziwei Huang, Yin Shu, Hao Fang, Quanyu Long, Wenya Wang, Qiushi Guo, Tiezheng Ge, Leilei Gan
2026ACLCoordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification.Qisheng Hu, Quanyu Long, Wenya Wang
2026ACLFrom What Is Said to Why It Is Framed: Intent-Aware News Video Understanding.Xiangzheng Kong, Minnan Luo, Wenya Wang, Jiaying Wu, Zhi Zeng, Guang Dai
2026ACLTask-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios.Hui Liu, Bin Zou, Kecheng Chen, Jie Liu, Wenya Wang, Haoliang Li
2026ACLPersonalizing LLMs with Binary Feedback: A Preference-Calibrated Optimization Framework.Xilai Ma, Liye Zhao, Weijun Yao, Haibing Di, Wenya Wang, Jing Li
2026ACLPolicy-Guided Stepwise Action Planning for Controllable LLM Reasoning.Jianpeng Zhou, Qisheng Hu, Jiahai Wang, Wenya Wang
2026SIGIRVisual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries.Yin Wu, Quanyu Long, Jing Li, Jianfei Yu, Wenya Wang
2025AAAIRe2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation.Ziyan Wang, Yingpeng Du, Zhu Sun, Haoyan Chua, Kaidong Feng, Wenya Wang, Jie Zhang
2025ACLQuantifying Semantic Emergence in Language Models.Hang Chen, Xinyu Yang, Jiaying Zhu, Wenya Wang
2025ACLMTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming.Weiyang Guo, Jing Li, Wenya Wang, Yu Li, Daojing He, Jun Yu, Min Zhang
2025ACLMulti-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling.Junlin Li, Guodong Du, Jing Li, Sim Kuan Goh, Wenya Wang, Yequan Wang, Fangming Liu, Ho-Kin Tang, Saleh Alharbi, Daojing He, Min Zhang
2025ACLUnraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning.Hui Liu, Wenya Wang, Hao Sun, Chris Xing Tian, Chenqi Kong, Xin Dong, Haoliang Li
2025ACLReinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts.Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2025ACLAdaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing.Yifan Lu, Jing Li, Yigeng Zhou, Yihui Zhang, Wenya Wang, Xiucheng Li, Meishan Zhang, Fangming Liu, Jun Yu, Min Zhang
2025COLINGLanguage Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts.Qiyuan He, Yizhong Wang, Jianfei Yu, Wenya Wang
2025EMNLPExploring Quality and Diversity in Synthetic Data Generation for Argument Mining.Jianzhu Bao, Yuqi Huang, Yang Sun, Wenya Wang, Yice Zhang, Bojun Jin, Ruifeng Xu
2025EMNLPSTARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment.Jiaqian Li, Qisheng Hu, Jing Li, Wenya Wang
2025EMNLPStatic or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering.Yumeng Shi, Quanyu Long, Wenya Wang
2025NAACLDecomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?Qisheng Hu, Quanyu Long, Wenya Wang
2025WWWDamage Analysis via Bidirectional Multi-Task Cascaded Multimodal Fusion.Tao Liang, Siying Wu, Junfeng Fang, Guowu Yang, Wenya Wang, Fengmao Lv
2025SEKEAePPollo: Automated Exploit Generation for Prototype Pollution Vulnerabilities in Node.js Application.Wenya Wang, Wang Gao, Zhenghe Wang, Sicong Cao, Xingwei Lin, Dawu Gu
2024ACLAre Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification.Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
2024ACLTraining Language Models to Generate Text with Citations via Fine-grained Rewards.Chengyu Huang, Zeqiu Wu, Yushi Hu, Wenya Wang
2024ACLTELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection.Hui Liu, Wenya Wang, Haoru Li, Haoliang Li
2024CIKMProgressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans.Junlin Fang, Wenya Wang, Tianze Luo, Yanyong Huang, Fengmao Lv
2023ACLInterpretable Multimodal Misinformation Detection with Logic Reasoning.Hui Liu, Wenya Wang, Haoliang Li
2023ACLElaboration-Generating Commonsense Question Answering at Scale.Wenya Wang, Vivek Srikumar, Hannaneh Hajishirzi, Noah A. Smith
2023CCSHODOR: Shrinking Attack Surface on Node.js via System Call Limitation.Wenya Wang, Xingwei Lin, Jingyi Wang, Wang Gao, Dawu Gu, Wei Lv, Jiashui Wang
2023EMNLPVera: A General-Purpose Plausibility Estimation Model for Commonsense Statements.Jiacheng Liu, Wenya Wang, Dianzhuo Wang, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi
2023EMNLPAdapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning.Quanyu Long, Wenya Wang, Sinno Jialin Pan
2023ICALTDesign and Implementation of Campus Surveillance System Based on ZLMediaKit.Wenya Wang, Runyu Zhao, Jie Mei, Kan Zheng
2022ACLDeep Inductive Logic Reasoning for Multi-Hop Reading Comprehension.Wenya Wang, Sinno Jialin Pan
2022EMNLPTowards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement.Hui Liu, Wenya Wang, Haoliang Li
2022NAACLDomain Confused Contrastive Learning for Unsupervised Domain Adaptation.Quanyu Long, Tianze Luo, Wenya Wang, Sinno Jialin Pan
2021NSSRe-Check Your Certificates! Experiences and Lessons Learnt from Real-World HTTPS Certificate Deployments.Wenya Wang, Yakang Li, Chao Wang, Yuan Yan, Juanru Li, Dawu Gu
2020AAAIIntegrating Deep Learning with Logic Fusion for Information Extraction.Wenya Wang, Sinno Jialin Pan
2020EMNLPDeep Weighted MaxSAT for Aspect-based Opinion Extraction.Meixi Wu, Wenya Wang, Sinno Jialin Pan
2019AAAIDeep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data.Shangyu Chen, Wenya Wang, Sinno Jialin Pan
2019AAAITransferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction.Wenya Wang, Sinno Jialin Pan
2019IJCAICooperative Pruning in Cross-Domain Deep Neural Network Compression.Shangyu Chen, Wenya Wang, Sinno Jialin Pan
2018ACLRecursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction.Wenya Wang, Sinno Jialin Pan
2018IJCAITransition-based Adversarial Network for Cross-lingual Aspect Extraction.Wenya Wang, Sinno Jialin Pan
2017AAAICoupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms.Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2016EMNLPRecursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis.Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao