Chen, Hanjie

10 publications

TMLR 2026 Language Models Are Symbolic Learners in Arithmetic Chunyuan Deng, Zhiqi Li, Roy Xie, Ruidi Chang, Hanjie Chen

ICLR 2026 SportR: A Benchmark for Multimodal Large Language Model Reasoning in Sports Haotian Xia, Haonan Ge, Junbo Zou, Hyun Woo Choi, Xuebin Zhang, Danny Suradja, Botao Rui, Ethan Tran, Wendy Jin, Zhen Ye, Xiyang Lin, Christopher Lai, Shengjie Zhang, Junwen Miao, Shichao Chen, Rhys Tracy, Vicente Ordonez, Weining Shen, Hanjie Chen

ICML 2025 Learning Distribution-Wise Control in Representation Space for Language Models Chunyuan Deng, Ruidi Chang, Hanjie Chen

ICLR 2025 SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models Haotian Xia, Zhengbang Yang, Junbo Zou, Rhys Tracy, Yuqing Wang, Chi Lu, Christopher Lai, Yanjun He, Xun Shao, Zhuoqing Xie, Yuan-fang Wang, Weining Shen, Hanjie Chen

NeurIPS 2025 Steering Information Utility in Key-Value Memory for Language Model Post-Training Chunyuan Deng, Ruidi Chang, Hanjie Chen

TMLR 2025 Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui, Yu-Neng Chuang, Guanchu Wang, Jiamu Zhang, Tianyi Zhang, Jiayi Yuan, Hongyi Liu, Andrew Wen, Shaochen Zhong, Na Zou, Hanjie Chen, Xia Hu

AAAI 2023 Improving Interpretability via Explicit Word Interaction Graph Layer Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji, Yanjun Qi

ICLRW 2023 KNIFE: Distilling Meta-Reasoning Knowledge with Free-Text Rationales Aaron Chan, Zhiyuan Zeng, Wyatt Lake, Brihi Joshi, Hanjie Chen, Xiang Ren

AAAI 2022 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation Hanjie Chen, Yangfeng Ji

NeurIPSW 2022 Information-Theoretic Evaluation of Free-Text Rationales with Conditional $\mathcal{V}$-Information Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta