Pan, Liangming

15 publications

AAAI 2025 Combating Multimodal LLM Hallucination via Bottom-up Holistic Reasoning Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua

NeurIPS 2025 How Do Transformers Learn Implicit Reasoning? Jiaran Ye, Zijun Yao, Zhidian Huang, Liangming Pan, Jinxin Liu, Yushi Bai, Amy Xin, Liu Weichuan, Xiaoyin Che, Lei Hou, Juanzi Li

ICLRW 2025 InductionBench: LLMs Fail in the Simplest Complexity Class Wenyue Hua, Fei Sun, Liangming Pan, Adam Jardine, William Yang Wang

NeurIPS 2025 MuSLR: Multimodal Symbolic Logical Reasoning Jundong Xu, Hao Fei, Yuhui Zhang, Liangming Pan, Qijun Huang, Qian Liu, Preslav Nakov, Min-Yen Kan, William Yang Wang, Mong-Li Lee, Wynne Hsu

ICLRW 2025 RuleArena: A Benchmark for LLM Rule-Guided Reasoning in Real-World Scenarios Ruiwen Zhou, Wenyue Hua, Liangming Pan, Sitao Cheng, Xiaobao Wu, En Yu, William Yang Wang

TMLR 2024 A Survey on Data Selection for Language Models Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang

NeurIPSW 2024 COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement Yuxi Xie, Anirudh Goyal, Xiaobao Wu, Xunjian Yin, Xiao Xu, Min-Yen Kan, Liangming Pan, William Yang Wang

NeurIPS 2024 MMLONGBENCH-DOC: Benchmarking Long-Context Document Understanding with Visualizations Yubo Ma, Yuhang Zang, Liangyu Chen, Meiqi Chen, Yizhu Jiao, Xinze Li, Xinyuan Lu, Ziyu Liu, Yan Ma, Xiaoyi Dong, Pan Zhang, Liangming Pan, Yu-Gang Jiang, Jiaqi Wang, Yixin Cao, Aixin Sun

ICML 2024 Position: AI/ML Influencers Have a Place in the Academic Process Iain Weissburg, Mehir Arora, Xinyi Wang, Liangming Pan, William Yang Wang

NeurIPSW 2024 TART: An Open-Source Tool-Augmented Framework for Explainable Table-Based Reasoning Xinyuan Lu, Liangming Pan, Yubo Ma, Preslav Nakov, Min-Yen Kan

ICML 2024 Understanding Reasoning Ability of Language Models from the Perspective of Reasoning Paths Aggregation Xinyi Wang, Alfonso Amayuelas, Kexun Zhang, Liangming Pan, Wenhu Chen, William Yang Wang

ICLRW 2024 Understanding the Reasoning Ability of Language Models from the Perspective of Reasoning Paths Aggregation Xinyi Wang, Alfonso Amayuelas, Kexun Zhang, Liangming Pan, Wenhu Chen, William Yang Wang

NeurIPSW 2023 Efficient Online Data Mixing for Language Model Pre-Training Alon Albalak, Liangming Pan, Colin Raffel, William Yang Wang

AAAI 2023 InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu

AAAI 2020 Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network Jingjing Chen, Liangming Pan, Zhipeng Wei, Xiang Wang, Chong-Wah Ngo, Tat-Seng Chua