Hanjie Chen

Most-cited papers

Explainability for Large Language Models: A Survey
Hai-Yan Zhao, Hanjie Chen, F. Yang, Ninghao Liu +5 more
2023ACM Transactions on Intelligent Systems and Technology976 citations Open access
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Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Yang Sui, Yu-Neng Chuang, Guanchu Wang, Jia-Mu Zhang +8 more
2025Trans. Mach. Learn. Res.493 citations
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Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions
Hanjie Chen, Zhouxiang Fang, Yash Singla, M. Dredze
2024North American Chapter of the Association for Computational Linguistics176 citations
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Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection
Hanjie Chen, Guangtao Zheng, Yangfeng Ji
2020Annual Meeting of the Association for Computational Linguistics116 citations Open access
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Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
Hanjie Chen, Yang-Feng Ji
2020Conference on Empirical Methods in Natural Language Processing69 citations Open access
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Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing
Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon, Yang-Feng Ji +1 more
2021BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP55 citations Open access
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Squarylium and rubrene based filterless narrowband photodetectors for an all-organic two-channel visible light communication system
Wen-Hai Li, Shang-Bin Li, L. Duan, Hanjie Chen +3 more
201653 citations
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Political-LLM: Large Language Models in Political Science
Lin-Can Li, Jia-Qi Li, C. Chen, Fred Gui +43 more
2024arXiv.org42 citations
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A 51.6 Mb/s Experimental VLC System Using a Monochromic Organic LED
Hanjie Chen, Zheng-Yuan Xu, Q. Gao, Shang-Bin Li
2018IEEE Photonics Journal34 citations Open access
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Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation
Hanjie Chen, Yang-Feng Ji
2022AAAI Conference on Artificial Intelligence33 citations Open access
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SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models
Hao-Tian Xia, Zheng-Bang Yang, Junbo Zou, Rhys Tracy +9 more
2024International Conference on Learning Representations31 citations
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REV: Information-Theoretic Evaluation of Free-Text Rationales
Hanjie Chen, Faeze Brahman, Xiang Ren, Yang-Feng Ji +2 more
2022Annual Meeting of the Association for Computational Linguistics31 citations Open access
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Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks
Hanjie Chen, Song Feng, Jatin Ganhotra, H. Wan +3 more
2021North American Chapter of the Association for Computational Linguistics22 citations Open access
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Spherical Steering: Geometry-Aware Activation Rotation for Language Models
Zebin You, Chun-Yuan Deng, Hanjie Chen
2026arXiv.org20 citations
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Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs
Pengda Wang, Zilin Xiao, Hanjie Chen, Frederick L. Oswald
2024arXiv.org20 citations
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Language and Multimodal Models in Sports: A Survey of Datasets and Applications
Hao-Tian Xia, Zheng-Bang Yang, Yun Zhao, Yuqing Wang +6 more
2024arXiv.org19 citations
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A Two-Dimensional Constellation Design Method for Visible Light Communications With Signal-Dependent Shot Noise
Hanjie Chen, Zheng-Yuan Xu
2018IEEE Communications Letters19 citations
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OLED Panel Radiation Pattern and Its Impact on VLC Channel Characteristics
Hanjie Chen, Zheng-Yuan Xu
2018IEEE Photonics Journal19 citations Open access
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BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD
Hao-Zhen Zhang, Kai Liu, Miaomiao Chen, Lei Li +3 more
2026arXiv.org18 citations
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SportR: A Benchmark for Multimodal Large Language Model Reasoning in Sports
Hao-Tian Xia, Haonan Ge, Junbo Zou, Hyunsoo Choi +15 more
2025arXiv.org17 citations
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LT2: Linear-Time Looped Transformers
Chunyuan Deng, Yi-Zhe Zhang, Ruijie Zhu, Yuanyuan Xu +3 more
2026arXiv.org12 citations
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Language Models are Symbolic Learners in Arithmetic
Chun-Yuan Deng, Zhi-Qi Li, Roy Xie, Ruidi Chang +1 more
2024Trans. Mach. Learn. Res.12 citations
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A 1.9Mbps OFDM-based all-organic visible light communication system
Hanjie Chen, Shang-Bin Li, Boyang Huang, Zheng-Yuan Xu +3 more
2016International Conference on Conceptual Structures12 citations
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MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps
Xiongtao Zhou, Jie He, Lan Chen, Jing-Yu Li +4 more
2024North American Chapter of the Association for Computational Linguistics11 citations
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Improving the Explainability of Neural Sentiment Classifiers via Data Augmentation
Hanjie Chen, Yangfeng Ji
201911 citations
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Volterra-based nonlinear equalization for nonlinearity mitigation in organic VLC
Xiang-Yu Li, Hanjie Chen, Shang-Bin Li, Q. Gao +2 more
20172017 13th International Wireless Communications and Mobile Computing Conference (IWCMC)11 citations
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Rethinking Diverse Human Preference Learning through Principal Component Analysis
Feng Luo, Rui Yang, Hao Sun, Chun-Yuan Deng +4 more
2025Annual Meeting of the Association for Computational Linguistics9 citations
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RORA: Robust Free-Text Rationale Evaluation
Zhengping Jiang, Yining Lu, Hanjie Chen, Daniel Khashabi +2 more
2024Annual Meeting of the Association for Computational Linguistics9 citations
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Improving Interpretability via Explicit Word Interaction Graph Layer
Arshdeep Sekhon, Hanjie Chen, A. Shrivastava, Zhe Wang +2 more
2023AAAI Conference on Artificial Intelligence9 citations Open access
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DeepSport: A Multimodal Large Language Model for Comprehensive Sports Video Reasoning via Agentic Reinforcement Learning
Junbo Zou, Hao-Tian Xia, Zhen Ye, Sheng-Jie Zhang +4 more
2025arXiv.org7 citations
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Improving the Interpretability of Neural Sentiment Classifiers via Data Augmentation
Hanjie Chen, Yangfeng Ji
2019arXiv.org7 citations
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Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions
S. Afroogh, Syed Ishtiaque Ahmed, Petra Ahrweiler, David Alvarez-Melis +45 more
2026arXiv.org6 citations
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Explanation in the Era of Large Language Models
Zining Zhu, Hanjie Chen, Xi Ye, Qing Lyu +3 more
2024North American Chapter of the Association for Computational Linguistics6 citations Open access
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Learning Distribution-Wise Control in Representation Space for Language Models
Chun-Yuan Deng, Ruidi Chang, Hanjie Chen
2025International Conference on Machine Learning4 citations
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Findings of the BlackboxNLP 2025 Shared Task: Localizing Circuits and Causal Variables in Language Models
Dana Arad, Yonatan Belinkov, Hanjie Chen, Najoung Kim +4 more
2025Proceedings of the 8th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP4 citations Open access
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Pathologies of Pre-trained Language Models in Few-shot Fine-tuning
Hanjie Chen, Guoqing Zheng, A. Awadallah, Yang-Feng Ji
2022First Workshop on Insights from Negative Results in NLP4 citations Open access
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Proceedings of the First Workshop on Trustworthy Natural Language Processing
Zheng Tang, M. Surdeanu, M. A. Valenzuela-Escarcega, Ö. Babur +496 more
20214 citations Open access
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Generative Personality Simulation via Theory-Informed Structured Interview
Pengda Wang, Huiqi Zou, Han Jiang, Hanjie Chen +4 more
20253 citations
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From Babbling to Fluency: Evaluating the Evolution of Language Models in Terms of Human Language Acquisition
Qi-Yuan Yang, Pengda Wang, Luke D. Plonsky, Frederick L. Oswald +1 more
2024arXiv.org3 citations
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Explaining Predictive Uncertainty by Looking Back at Model Explanations
Hanjie Chen, Wanyu Du, Yang-Feng Ji
20223 citations
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Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification
Ruixuan Tang, Hanjie Chen, Yang-Feng Ji
2022BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP3 citations Open access
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When Embedding-Based Defenses Fail: Rethinking Safety in LLM-Based Multi-Agent Systems
Lingxi Zhang, Guangtao Zheng, Hanjie Chen
2026arXiv.org2 citations
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GR-SAP: Generative Replay for Safety Alignment Preservation during Fine-Tuning
Zhouxiang Fang, Jiawei Zhou, Hanjie Chen
2026arXiv.org2 citations
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Steering Information Utility in Key-Value Memory for Language Model Post-Training
Chun-Yuan Deng, Ruidi Chang, Hanjie Chen
2025Neural Information Processing Systems2 citations Open access
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SAFR: Neuron Redistribution for Interpretability
Ruidi Chang, Chun-Yuan Deng, Hanjie Chen
2025North American Chapter of the Association for Computational Linguistics2 citations
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The Generalization Ridge: Information Flow in Natural Language Generation
Ruidi Chang, Chun-Yuan Deng, Hanjie Chen
2025arXiv.org2 citations
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Generative Personality Simulation via Theory-Informed Structured Interview
Pengda Wang, Huiqi Zou, Han Jiang, Hanjie Chen +4 more
2026Conference of the European Chapter of the Association for Computational Linguistics1 citations Open access
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Agentic Discovery with Active Hypothesis Exploration for Visual Recognition
Jaywon Koo, Jefferson Hernandez, Ruozhen He, Hanjie Chen +2 more
2026arXiv.org1 citations
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Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning
Zilin Xiao, Qi Ma, Chun-cheng Jason Chen, Xintao Chen +3 more
2026arXiv.org1 citations
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SPECTRA: Pushing the KV Cache Beyond the 2-Bit Cliff via Spectral Transform Coding
Jia-Mu Zhang, Liang Wu, Kelly Wan, Hanjie Chen +1 more
20261 citations
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