Wenya Wang - RankMe

76 papers A* 21A 1Journal 40Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition. CoRR Hui Liu, Kecheng Chen, Jialiang Wang, Xianming Liu, Wenya Wang, Haoliang Li
2026	A*	`conf`	Causality Matters: How Temporal Information Emerges in Video Language Models. AAAI Yumeng Shi, Quanyu Long, Yin Wu, Wenya Wang
2026	A*	`conf`	LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit. AAAI Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang
2026	J	`jnl`	Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory. CoRR Haozhen Zhang, Haodong Yue, Tao Feng, Quanyu Long, Jianzhu Bao, Bowen Jin, Weizhi Zhang, Xiao Li, Jiaxuan You, Chengwei Qin, Wenya Wang
2026	J	`jnl`	Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention. CoRR Chengtao Lv, Yumeng Shi, Yushi Huang, Ruihao Gong, Shen Ren, Wenya Wang
2026	J	`jnl`	MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents. CoRR Haozhen Zhang, Quanyu Long, Jianzhu Bao, Tao Feng, Weizhi Zhang, Haodong Yue, Wenya Wang
2026	J	`jnl`	Programming over Thinking: Efficient and Robust Multi-Constraint Planning. CoRR Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu, Nancy F. Chen, Wenya Wang
2026	J	`jnl`	Self-Verification Dilemma: Experience-Driven Suppression of Overused Checking in LLM Reasoning. CoRR Quanyu Long, Kai Jie Jiang, Jianda Chen, Xu Guo, Leilei Gan, Wenya Wang
2025	J	`jnl`	Causality Matters: How Temporal Information Emerges in Video Language Models. CoRR Yumeng Shi, Quanyu Long, Yin Wu, Wenya Wang
2025	J	`jnl`	DT4LM: Differential Testing for Reliable Language Model Updates in Classification Tasks. IEEE Trans. Software Eng. Xinyue Zuo, Yan Xiao, Xiaochun Cao, Wenya Wang, Jin Song Dong
2025	A*	`conf`	Damage Analysis via Bidirectional Multi-Task Cascaded Multimodal Fusion. WWW Tao Liang, Siying Wu, Junfeng Fang, Guowu Yang, Wenya Wang, Fengmao Lv
2025	—	`conf`	Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? NAACL (Long Papers) Qisheng Hu, Quanyu Long, Wenya Wang
2025	J	`jnl`	Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance. CoRR Hui Liu, Wenya Wang, Kecheng Chen, Jie Liu, Yibing Liu, Tiexin Qin, Peisong He, Xinghao Jiang, Haoliang Li
2025	A*	`conf`	Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining. EMNLP Jianzhu Bao, Yuqi Huang, Yang Sun, Wenya Wang, Yice Zhang, Bojun Jin, Ruifeng Xu
2025	—	`conf`	Global Question-Aware Multimodal Retrieval-Augmented Generation for Multimedia Multi-Hop Question Answering. MMAsia Zhixiao Shen, Jianfei Yu, Wenya Wang, Rui Xia
2025	J	`jnl`	LLMC+: Benchmarking Vision-Language Model Compression with a Plug-and-play Toolkit. CoRR Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang
2025	A*	`conf`	Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation. AAAI Ziyan Wang, Yingpeng Du, Zhu Sun, Haoyan Chua, Kaidong Feng, Wenya Wang, Jie Zhang
2025	—	`conf`	Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. ACL (Findings) Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2025	J	`jnl`	Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. CoRR Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2025	A*	`conf`	STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment. EMNLP Jiaqian Li, Qisheng Hu, Jing Li, Wenya Wang
2025	A*	`conf`	Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering. EMNLP Yumeng Shi, Quanyu Long, Wenya Wang
2025	J	`jnl`	Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering. CoRR Yumeng Shi, Quanyu Long, Wenya Wang
2025	J	`jnl`	The Imperfect Learner: Incorporating Developmental Trajectories in Memory-based Student Simulation. CoRR Zhengyuan Liu, Stella Xin Yin, Bryan Chen Zhengyu Tan, Roy Ka-Wei Lee, Guimei Liu, Dion Hoe-Lian Goh, Wenya Wang, Nancy F. Chen
2025	—	`conf`	Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning. ACL (1) Hui Liu, Wenya Wang, Hao Sun, Chris Xing Tian, Chenqi Kong, Xin Dong, Haoliang Li
2025	J	`jnl`	Unveiling Modality Bias: Automated Sample-Specific Analysis for Multimodal Misinformation Benchmarks. CoRR Hehai Lin, Hui Liu, Shilei Cao, Jing Li, Haoliang Li, Wenya Wang
2025	J	`jnl`	Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries. CoRR Yin Wu, Quanyu Long, Jing Li, Jianfei Yu, Wenya Wang
2025	A*	`conf`	Why is a Bird's Caption a Good Demonstration? Towards Effective Multimodal In-Context Learning without Dedicated Data. ACM Multimedia Junlin Fang, Wenya Wang, Lingli Zhang, Fengmao Lv
2024	—	`conf`	Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification. ACL (Findings) Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
2024	J	`jnl`	Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification. CoRR Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
2024	J	`jnl`	Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation. CoRR Quanyu Long, Yue Deng, Leilei Gan, Wenya Wang, Sinno Jialin Pan
2024	J	`jnl`	Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning. CoRR Quanyu Long, Yin Wu, Wenya Wang, Sinno Jialin Pan
2024	A*	`conf`	Generative Multimodal Data Augmentation for Low-Resource Multimodal Named Entity Recognition. ACM Multimedia Ziyan Li, Jianfei Yu, Jia Yang, Wenya Wang, Li Yang, Rui Xia
2024	J	`jnl`	Large Language Models Know What Makes Exemplary Contexts. CoRR Quanyu Long, Jianda Chen, Wenya Wang, Sinno Jialin Pan
2024	J	`jnl`	Progressive Multigranularity Information Propagation for Coupled Aspect-Opinion Extraction. IEEE Trans. Neural Networks Learn. Syst. Fengmao Lv, Tao Liang, Zhihui Fei, Wenya Wang
2024	A	`conf`	Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans. CIKM Junlin Fang, Wenya Wang, Tianze Luo, Yanyong Huang, Fengmao Lv
2024	J	`jnl`	Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation. CoRR Ziyan Wang, Yingpeng Du, Zhu Sun, Haoyan Chua, Kaidong Feng, Wenya Wang, Jie Zhang
2024	J	`jnl`	Robust Domain Misinformation Detection via Multi-Modal Feature Alignment. IEEE Trans. Inf. Forensics Secur. Hui Liu, Wenya Wang, Hao Sun, Anderson Rocha, Haoliang Li
2024	A*	`conf`	Sentiment-oriented Sarcasm Integration for Video Sentiment Analysis Enhancement with Sarcasm Assistance. ACM Multimedia Junlin Fang, Wenya Wang, Guosheng Lin, Fengmao Lv
2024	—	`conf`	TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection. ACL (Findings) Hui Liu, Wenya Wang, Haoru Li, Haoliang Li
2024	J	`jnl`	TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection. CoRR Hui Liu, Wenya Wang, Haoru Li, Haoliang Li
2024	—	`conf`	Training Language Models to Generate Text with Citations via Fine-grained Rewards. ACL (1) Chengyu Huang, Zeqiu Wu, Yushi Hu, Wenya Wang
2024	J	`jnl`	Training Language Models to Generate Text with Citations via Fine-grained Rewards. CoRR Chengyu Huang, Zeqiu Wu, Yushi Hu, Wenya Wang
2024	J	`jnl`	Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning. CoRR Hui Liu, Wenya Wang, Hao Sun, Chris Xing Tian, Chenqi Kong, Xin Dong, Haoliang Li
2023	A*	`conf`	Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. EMNLP Quanyu Long, Wenya Wang, Sinno Jialin Pan
2023	J	`jnl`	Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. CoRR Quanyu Long, Wenya Wang, Sinno Jialin Pan
2023	—	`conf`	Elaboration-Generating Commonsense Question Answering at Scale. ACL (1) Wenya Wang, Vivek Srikumar, Hannaneh Hajishirzi, Noah A. Smith
2023	—	`conf`	Interpretable Multimodal Misinformation Detection with Logic Reasoning. ACL (Findings) Hui Liu, Wenya Wang, Haoliang Li
2023	J	`jnl`	Interpretable Multimodal Misinformation Detection with Logic Reasoning. CoRR Hui Liu, Wenya Wang, Haoliang Li
2023	J	`jnl`	Robust Domain Misinformation Detection via Multi-modal Feature Alignment. CoRR Hui Liu, Wenya Wang, Hao Sun, Anderson Rocha, Haoliang Li
2023	A*	`conf`	Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements. EMNLP Jiacheng Liu, Wenya Wang, Dianzhuo Wang, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi
2023	J	`jnl`	Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements. CoRR Jiacheng Liu, Wenya Wang, Dianzhuo Wang, Noah A. Smith, Yejin Choi, Hannaneh Hajishirzi
2022	—	`conf`	Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension. ACL (1) Wenya Wang, Sinno Jialin Pan
2022	—	`conf`	Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. NAACL-HLT Quanyu Long, Tianze Luo, Wenya Wang, Sinno Jialin Pan
2022	J	`jnl`	Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. CoRR Quanyu Long, Tianze Luo, Wenya Wang, Sinno Jialin Pan
2022	J	`jnl`	Elaboration-Generating Commonsense Question Answering at Scale. CoRR Wenya Wang, Vivek Srikumar, Hanna Hajishirzi, Noah A. Smith
2022	A*	`conf`	Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement. EMNLP Hui Liu, Wenya Wang, Haoliang Li
2022	J	`jnl`	Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement. CoRR Hui Liu, Wenya Wang, Haoliang Li
2022	J	`jnl`	Weakly Supervised Domain Adaptation for Aspect Extraction via Multilevel Interaction Transfer. IEEE Trans. Neural Networks Learn. Syst. Tao Liang, Wenya Wang, Fengmao Lv
2021	J	`jnl`	Variational Deep Logic Network for Joint Inference of Entities and Relations. Comput. Linguistics Wenya Wang, Sinno Jialin Pan
2020	—	`conf`	Deep Weighted MaxSAT for Aspect-based Opinion Extraction. EMNLP (1) Meixi Wu, Wenya Wang, Sinno Jialin Pan
2020	A*	`conf`	Integrating Deep Learning with Logic Fusion for Information Extraction. AAAI Wenya Wang, Sinno Jialin Pan
2020	J	`jnl`	Weakly-supervised Domain Adaption for Aspect Extraction via Multi-level Interaction Transfer. CoRR Tao Liang, Wenya Wang, Fengmao Lv
2019	A*	`conf`	Cooperative Pruning in Cross-Domain Deep Neural Network Compression. IJCAI Shangyu Chen, Wenya Wang, Sinno Jialin Pan
2019	A*	`conf`	Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data. AAAI Shangyu Chen, Wenya Wang, Sinno Jialin Pan
2019	J	`jnl`	Integrating Deep Learning with Logic Fusion for Information Extraction. CoRR Wenya Wang, Sinno Jialin Pan
2019	A*	`conf`	MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization. NeurIPS Shangyu Chen, Wenya Wang, Sinno Jialin Pan
2019	J	`jnl`	Syntactically Meaningful and Transferable Recursive Neural Networks for Aspect and Opinion Extraction. Comput. Linguistics Wenya Wang, Sinno Jialin Pan
2019	A*	`conf`	Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction. AAAI Wenya Wang, Sinno Jialin Pan
2018	—	`—`	Deep interactive learning for fine-grained opinion mining : single-domain, cross-domain & cross-lingual Wenya Wang
2018	J	`jnl`	Memory networks for fine-grained opinion mining. Artif. Intell. Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier
2018	—	`conf`	Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction. ACL (1) Wenya Wang, Sinno Jialin Pan
2018	A*	`conf`	Transition-based Adversarial Network for Cross-lingual Aspect Extraction. IJCAI Wenya Wang, Sinno Jialin Pan
2017	A*	`conf`	Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms. AAAI Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2017	J	`jnl`	Multi-task Coupled Attentions for Category-specific Aspect and Opinion Terms Co-extraction. CoRR Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier
2016	A*	`conf`	Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. EMNLP Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2016	J	`jnl`	Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. CoRR Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao