| 2026 | AAAI | Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration. | Ante Wang, Yujie Lin, Jingyao Liu, Suhang Wu, Hao Liu, Xinyan Xiao, Jinsong Su |
| 2026 | ACL | HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment. | Zhanyu Liu, Qingguo Hu, Ante Wang, Chenqing Liu, Zhishang Xiang, Hui Li, Delai Qiu, Jinsong Su |
| 2026 | ACL | UR² : Unify RAG and Reasoning through Reinforcement Learning. | Weitao Li, Boran Xiang, Xiaolong Wang, Jingyi Ren, Ante Wang, Zhinan Gou, Weizhi Ma, Yang Liu |
| 2026 | ACL | Orchestrating Tokens and Sequences: Dynamic Hybrid Policy Optimization for RLVR. | Zijun Min, Bingshuai Liu, Ante Wang, Long Zhang, Anxiang Zeng, Haibo Zhang, Jinsong Su |
| 2026 | ACL | Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty. | Jingyi Ren, Ante Wang, Yunghwei Lai, Xiaolong Wang, Linlu Gong, Weitao Li, Weizhi Ma, Yang Liu |
| 2025 | AAAI | LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning. | Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu |
| 2025 | ACL | Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study. | Yujie Lin, Ante Wang, Moye Chen, Jingyao Liu, Hao Liu, Jinsong Su, Xinyan Xiao |
| 2025 | ACL | Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. | Ante Wang, Linfeng Song, Ye Tian, Dian Yu, Haitao Mi, Xiangyu Duan, Zhaopeng Tu, Jinsong Su, Dong Yu |
| 2025 | EMNLP | A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection. | Hui Li, Ante Wang, Kunquan Li, Zhihao Wang, Liang Zhang, Delai Qiu, Qingsong Liu, Jinsong Su |
| 2025 | ICASSP | A Dual-Perspective Metaphor Detection Framework Using Large Language Models. | Yujie Lin, Jingyao Liu, Yan Gao, Ante Wang, Jinsong Su |
| 2025 | IJCAI | Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion. | Qingguo Hu, Ante Wang, Jia Song, Delai Qiu, Qingsong Liu, Jinsong Su |
| 2024 | AAAI | Response Enhanced Semi-supervised Dialogue Query Generation. | Jianheng Huang, Ante Wang, Linfeng Gao, Linfeng Song, Jinsong Su |
| 2024 | ACL | Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal. | Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su |
| 2024 | ACL | Improving LLM Generations via Fine-Grained Self-Endorsement. | Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu |
| 2024 | COLING | EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation. | Zhongquan Jian, Ante Wang, Jinsong Su, Junfeng Yao, Meihong Wang, Qingqiang Wu |
| 2024 | EMNLP | Self-Consistency Boosts Calibration for Math Reasoning. | Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu |
| 2023 | EMNLP | Domain Adaptation for Conversational Query Production with the RAG Model Feedback. | Ante Wang, Linfeng Song, Ge Xu, Jinsong Su |
| 2023 | IJCAI | Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction. | Liang Zhang, Zijun Min, Jinsong Su, Pei Yu, Ante Wang, Yidong Chen |
| 2021 | ACL | BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation. | Yubin Ge, Ly Dinh, Xiaofeng Liu, Jinsong Su, Ziyao Lu, Ante Wang, Jana Diesner |
| 2021 | EMNLP | Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings. | Shaopeng Lai, Ante Wang, Fandong Meng, Jie Zhou, Yubin Ge, Jiali Zeng, Junfeng Yao, Degen Huang, Jinsong Su |
| 2021 | IJCAI | A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues. | Ante Wang, Linfeng Song, Hui Jiang, Shaopeng Lai, Junfeng Yao, Min Zhang, Jinsong Su |
| 2020 | ACL | Structural Information Preserving for Graph-to-Text Generation. | Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu |