Zhenwen Liang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
26
Venues
12
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
26 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience. | Zhenwen Liang, Ruosen Li, Yujun Zhou, Linfeng Song, Dian Yu, Xinya Du, Haitao Mi, Dong Yu |
| 2026 | ACL | Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data. | Zhenwen Liang, Yujun Zhou, Sidi Lu, Xiangliang Zhang, Haitao Mi, Dong Yu |
| 2026 | ACL | EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving. | Mukai Li, Linfeng Song, Zhenwen Liang, Jiahao Xu, Shansan Gong, Qi Liu, Haitao Mi, Dong Yu |
| 2026 | ACL | Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning. | Haolin Liu, Dian Yu, Sidi Lu, Yujun Zhou, Rui Liu, Zhenwen Liang, Haitao Mi, Chen-Yu Wei, Dong Yu |
| 2026 | ACL | Verified Critical Step Optimization for LLM Agents. | Mukai Li, Qingcheng Zeng, Tianqing Fang, Zhenwen Liang, Linfeng Song, Qi Liu, Haitao Mi, Dong Yu |
| 2026 | ACL | A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning. | Tianyu Yang, Sihong Wu, Yilun Zhao, Zhenwen Liang, Lisen Dai, Chen Zhao, Minhao Cheng, Arman Cohan, Xiangliang Zhang |
| 2025 | CHI | MedAI-SciTS: Enhancing Interdisciplinary Collaboration between AI Researchers and Medical Experts. | Chen Cao, Yu Wu, Xiao Zoe Fang, Zhenwen Liang, Lena Mamykina, Laura Sbaffi, Xuhai Xu |
| 2025 | CVPR | MMVU: Measuring Expert-Level Multi-Discipline Video Understanding. | Yilun Zhao, Haowei Zhang, Lujing Xie, Tongyan Hu, Guo Gan, Yitao Long, Zhiyuan Hu, Weiyuan Chen, Chuhan Li, Zhijian Xu, Chengye Wang, Ziyao Shangguan, Zhenwen Liang, Yixin Liu, Chen Zhao, Arman Cohan |
| 2025 | EMNLP | Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study. | Yujun Zhou, Jiayi Ye, Zipeng Ling, Yufei Han, Yue Huang, Haomin Zhuang, Zhenwen Liang, Kehan Guo, Taicheng Guo, Xiangqi Wang, Xiangliang Zhang |
| 2025 | ICLR | Learning Molecular Representation in a Cell. | Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E. Carpenter, Meng Jiang, Shantanu Singh |
| 2024 | ACL | SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark. | Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang |
| 2024 | CIKM | Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples. | Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng, Zhenwen Liang, Zhihan Zhang, Meng Jiang |
| 2024 | COLING | MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. | Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu |
| 2024 | EMNLP | Defending Jailbreak Prompts via In-Context Adversarial Game. | Yujun Zhou, Yufei Han, Haomin Zhuang, Kehan Guo, Zhenwen Liang, Hongyan Bao, Xiangliang Zhang |
| 2024 | EMNLP | SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering. | Tianyu Yang, Yiyang Nan, Lisen Dai, Zhenwen Liang, Yapeng Tian, Xiangliang Zhang |
| 2024 | EMNLP | Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. | Zhihan Zhang, Tao Ge, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang |
| 2023 | AAAI | Generalizing Math Word Problem Solvers via Solution Diversification. | Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang |
| 2023 | ACL | Compositional Mathematical Encoding for Math Word Problems. | Zhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao, Xiangliang Zhang |
| 2023 | EMNLP | Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation. | Zhenwen Liang, Wenhao Yu, Tanmay Rajpurohit, Peter Clark, Xiangliang Zhang, Ashwin Kalyan |
| 2023 | EMNLP | UniMath: A Foundational and Multimodal Mathematical Reasoner. | Zhenwen Liang, Tianyu Yang, Jipeng Zhang, Xiangliang Zhang |
| 2023 | IJCNLP | Don't be Blind to Questions: Question-Oriented Math Word Problem Solving. | Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang |
| 2022 | EMNLP | Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. | Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang |
| 2022 | LREC | ArMATH: a Dataset for Solving Arabic Math Word Problems. | Reem Alghamdi, Zhenwen Liang, Xiangliang Zhang |
| 2022 | NAACL | MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. | Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang |
| 2021 | EMNLP | Data-Efficient Language Shaped Few-shot Image Classification. | Zhenwen Liang, Xiangliang Zhang |
| 2021 | IJCAI | Solving Math Word Problems with Teacher Supervision. | Zhenwen Liang, Xiangliang Zhang |