Hanjie Chen - RankMe

74 papers A* 5B 1Misc 2Journal 51Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions. CoRR Saleh Afroogh, Seyd Ishtiaque Ahmed, Petra Ahrweiler, David Alvarez-Melis, Mansur Maturidi Arief, Emilia Barakova, Falco J. Bargagli-Stoffi, Erdem Biyik, Hanjie Chen, Xiang 'Anthony' Chen, Robert Clements, Keeley Crockett, Amit Dhurandhar, Fethiye Irmak Dogan, Mollie Dollinger, Motahhare Eslami, Aldo A. Faisal, Arya Farahi, Melanie Fernandez Pradie, Saadia Gabrie, Diego Garcia-Olano, Marzyeh Ghassemi, Shaona Ghosh, Hatice Gunes, Ehsan Hajiramezanali, Stefan Haufe, Biwei Huang, Angel Hwang, Md Tauhidul Islam, Junfeng Jiao, Amir-Hossein Karimi, Saber Kazeminasab, Anastasia Kuzminykh, William G. La Cava, Brian Y. Lim, Xiaofeng Liu, Mohammad R. K. Mofrad, Alicia Parrish, María Pérez-Ortiz, Shriti Raj, Swabha Swayamdipta, Salmon Talebi, Kush R. Varshney, Mihaela Vorvoreanu, Lily Weng, Alice Xiang, Yiming Xu, Ding Zhao, Jieyu Zhao
2026	J	`jnl`	GR-SAP: Generative Replay for Safety Alignment Preservation during Fine-Tuning. CoRR Zhouxiang Fang, Jiawei Zhou, Hanjie Chen
2026	—	`conf`	Generative Personality Simulation via Theory-Informed Structured Interview. EACL (Volume 1: Long Papers) Pengda Wang, Huiqi Zou, Han Jiang, Hanjie Chen, Tianjun Sun, Xiaoyuan Yi, Ziang Xiao, Frederick L. Oswald
2026	J	`jnl`	Language Models are Symbolic Learners in Arithmetic. Trans. Mach. Learn. Res. Chunyuan Deng, Zhiqi Li, Roy Xie, Ruidi Chang, Hanjie Chen
2026	J	`jnl`	Multi-Wavelength Photoplethysmographic Assessment of Fingertip Vasculature for Auto-Calibrated Cuffless Blood Pressure Monitoring. IEEE J. Biomed. Health Informatics Hanjie Chen, Zezhen Zeng, Yiming Zhang, Liangyi Lyu, Rosa H. M. Chan, Yuanting Zhang, Riling Wei
2026	J	`jnl`	PDSNet: Patient-Disease Dual Spatial Similarity Neural Networks for Predicting Heart Failure Risk Using Short Electronic Health Records. IEEE J. Biomed. Health Informatics Liangyi Lyu, Han Zhu, Hanjie Chen, Jiandong Zhou, Rosa H. M. Chan, Lei Lu
2026	J	`jnl`	PRISM: A Dual View of LLM Reasoning through Semantic Flow and Latent Computation. CoRR Ruidi Chang, Jiawei Zhou, Hanjie Chen
2026	J	`jnl`	Spherical Steering: Geometry-Aware Activation Rotation for Language Models. CoRR Zejia You, Chunyuan Deng, Hanjie Chen
2025	—	`conf`	Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions. NAACL (Long Papers) Hanjie Chen, Zhouxiang Fang, Yash Singla, Mark Dredze
2025	J	`jnl`	DeepSport: A Multimodal Large Language Model for Comprehensive Sports Video Reasoning via Agentic Reinforcement Learning. CoRR Junbo Zou, Haotian Xia, Zhen Ye, Shengjie Zhang, Christopher Lai, Vicente Ordonez, Weining Shen, Hanjie Chen
2025	Misc	`conf`	ECG-guided individual identification via PPG. ICASSP Riling Wei, Hanjie Chen, Kelu Yao, Chuanguang Yang, Jun Wang, Chao Li
2025	J	`jnl`	ECG-guided individual identification via PPG. CoRR Riling Wei, Hanjie Chen, Kelu Yao, Chuanguang Yang, Jun Wang, Chao Li
2025	J	`jnl`	Findings of the BlackboxNLP 2025 Shared Task: Localizing Circuits and Causal Variables in Language Models. CoRR Dana Arad, Yonatan Belinkov, Hanjie Chen, Najoung Kim, Hosein Mohebbi, Aaron Mueller, Gabriele Sarti, Martin Tutek
2025	J	`jnl`	InfoSteer: Steering Information Utility in Language Model Post-Training. CoRR Chunyuan Deng, Ruidi Chang, Hanjie Chen
2025	J	`jnl`	Learning Distribution-Wise Control in Representation Space for Language Models. CoRR Chunyuan Deng, Ruidi Chang, Hanjie Chen
2025	A*	`conf`	Learning Distribution-wise Control in Representation Space for Language Models. ICML Chunyuan Deng, Ruidi Chang, Hanjie Chen
2025	—	`conf`	MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps. NAACL (Long Papers) Xiongtao Zhou, Jie He, Lanyu Chen, Jingyu Li, Haojing Chen, Víctor Gutiérrez-Basulto, Jeff Z. Pan, Hanjie Chen
2025	J	`jnl`	Personality Structured Interview for Large Language Model Simulation in Personality Research. CoRR Pengda Wang, Huiqi Zou, Hanjie Chen, Tianjun Sun, Ziang Xiao, Frederick L. Oswald
2025	—	`conf`	Rethinking Diverse Human Preference Learning through Principal Component Analysis. ACL (Findings) Feng Luo, Rui Yang, Hao Sun, Chunyuan Deng, Jiarui Yao, Jingyan Shen, Huan Zhang, Hanjie Chen
2025	J	`jnl`	Rethinking Diverse Human Preference Learning through Principal Component Analysis. CoRR Feng Luo, Rui Yang, Hao Sun, Chunyuan Deng, Jiarui Yao, Jingyan Shen, Huan Zhang, Hanjie Chen
2025	—	`conf`	SAFR: Neuron Redistribution for Interpretability. NAACL (Findings) Ruidi Chang, Chunyuan Deng, Hanjie Chen
2025	J	`jnl`	SAFR: Neuron Redistribution for Interpretability. CoRR Ruidi Chang, Chunyuan Deng, Hanjie Chen
2025	A*	`conf`	SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models. ICLR 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
2025	J	`jnl`	SportR: A Benchmark for Multimodal Large Language Model Reasoning in Sports. CoRR 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
2025	J	`jnl`	Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models. CoRR Yang Sui, Yu-Neng Chuang, Guanchu Wang, Jiamu Zhang, Tianyi Zhang, Jiayi Yuan, Hongyi Liu, Andrew Wen, Shaochen Zhong, Hanjie Chen, Xia Ben Hu
2025	J	`jnl`	Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models. Trans. Mach. Learn. Res. 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
2025	J	`jnl`	The Generalization Ridge: Information Flow in Natural Language Generation. CoRR Ruidi Chang, Chunyuan Deng, Hanjie Chen
2024	J	`jnl`	An improved deep regression model with state space reconstruction for continuous blood pressure estimation. Comput. Electr. Eng. Liangyi Lyu, Lei Lu, Hanjie Chen, David A. Clifton, Yuanting Zhang, Tapabrata Chakraborti
2024	J	`jnl`	Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions. CoRR Hanjie Chen, Zhouxiang Fang, Yash Singla, Mark Dredze
2024	J	`jnl`	Explainability for Large Language Models: A Survey. ACM Trans. Intell. Syst. Technol. Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du
2024	J	`jnl`	Fractional Optimal Control for Malware Propagation in Internet of Underwater Things. IEEE Internet Things J. Guiyun Liu, Zhihao Tan, Zhongwei Liang, Hanjie Chen, Xiaojing Zhong
2024	J	`jnl`	From Babbling to Fluency: Evaluating the Evolution of Language Models in Terms of Human Language Acquisition. CoRR Qiyuan Yang, Pengda Wang, Luke D. Plonsky, Frederick L. Oswald, Hanjie Chen
2024	J	`jnl`	Language Models are Symbolic Learners in Arithmetic. CoRR Chunyuan Deng, Zhiqi Li, Roy Xie, Ruidi Chang, Hanjie Chen
2024	J	`jnl`	Language and Multimodal Models in Sports: A Survey of Datasets and Applications. CoRR Haotian Xia, Zhengbang Yang, Yun Zhao, Yuqing Wang, Jingxi Li, Rhys Tracy, Zhuangdi Zhu, Yuan-Fang Wang, Hanjie Chen, Weining Shen
2024	J	`jnl`	MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps. CoRR Xiongtao Zhou, Jie He, Lanyu Chen, Jingyu Li, Haojing Chen, Víctor Gutiérrez-Basulto, Jeff Z. Pan, Hanjie Chen
2024	J	`jnl`	Political-LLM: Large Language Models in Political Science. CoRR Lincan Li, Jiaqi Li, Catherine Chen, Fred Gui, Hongjia Yang, Chenxiao Yu, Zhengguang Wang, Jianing Cai, Junlong Aaron Zhou, Bolin Shen, Alex Qian, Weixin Chen, Zhongkai Xue, Lichao Sun, Lifang He, Hanjie Chen, Kaize Ding, Zijian Du, Fangzhou Mu, Jiaxin Pei, Jieyu Zhao, Swabha Swayamdipta, Willie Neiswanger, Hua Wei, Xiyang Hu, Shixiang Zhu, Tianlong Chen, Yingzhou Lu, Yang Shi, Lianhui Qin, Tianfan Fu, Zhengzhong Tu, Yuzhe Yang, Jaemin Yoo, Jiaheng Zhang, Ryan A. Rossi, Liang Zhan, Liang Zhao, Emilio Ferrara, Yan Liu, Furong Huang, Xiangliang Zhang, Lawrence Rothenberg, Shuiwang Ji, Philip S. Yu, Yue Zhao, Yushun Dong
2024	J	`jnl`	PulseID: Multi-scale photoplethysmographic identification using a deep convolutional neural network. Biomed. Signal Process. Control. Riling Wei, Xiaogang Xu, Yue Li, Yiyi Zhang, Jun Wang, Hanjie Chen
2024	—	`conf`	RORA: Robust Free-Text Rationale Evaluation. ACL (1) Zhengping Jiang, Yining Lu, Hanjie Chen, Daniel Khashabi, Benjamin Van Durme, Anqi Liu
2024	J	`jnl`	RORA: Robust Free-Text Rationale Evaluation. CoRR Zhengping Jiang, Yining Lu, Hanjie Chen, Daniel Khashabi, Benjamin Van Durme, Anqi Liu
2024	J	`jnl`	SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models. CoRR 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
2024	J	`jnl`	Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs. CoRR Pengda Wang, Zilin Xiao, Hanjie Chen, Frederick L. Oswald
2023	J	`jnl`	Explainability for Large Language Models: A Survey. CoRR Haiyan Zhao, Hanjie Chen, Fan Yang, Ninghao Liu, Huiqi Deng, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Mengnan Du
2023	A*	`conf`	Improving Interpretability via Explicit Word Interaction Graph Layer. AAAI Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji, Yanjun Qi
2023	J	`jnl`	Improving Interpretability via Explicit Word Interaction Graph Layer. CoRR Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji, Yanjun Qi
2023	—	`conf`	REV: Information-Theoretic Evaluation of Free-Text Rationales. ACL (1) Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta
2022	A*	`conf`	Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation. AAAI Hanjie Chen, Yangfeng Ji
2022	J	`jnl`	Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation. CoRR Hanjie Chen, Yangfeng Ji
2022	J	`jnl`	Explaining Prediction Uncertainty of Pre-trained Language Models by Detecting Uncertain Words in Inputs. CoRR Hanjie Chen, Yangfeng Ji
2022	—	`conf`	Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification. BlackboxNLP@EMNLP Ruixuan Tang, Hanjie Chen, Yangfeng Ji
2022	J	`jnl`	Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification. CoRR Ruixuan Tang, Hanjie Chen, Yangfeng Ji
2022	J	`jnl`	KNIFE: Knowledge Distillation with Free-Text Rationales. CoRR Aaron Chan, Zhiyuan Zeng, Wyatt Lake, Brihi Joshi, Hanjie Chen, Xiang Ren
2022	—	`conf`	Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. Insights@ACL Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
2022	J	`jnl`	Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. CoRR Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
2022	J	`jnl`	Prediction and classification of ventricular arrhythmia based on phase-space reconstruction and fuzzy c-means clustering. Comput. Biol. Medicine Hanjie Chen, Saptarshi Das, John M. Morgan, Koushik Maharatna
2022	J	`jnl`	REV: Information-Theoretic Evaluation of Free-Text Rationales. CoRR Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta
2022	J	`jnl`	Self-augmented Data Selection for Few-shot Dialogue Generation. CoRR Wanyu Du, Hanjie Chen, Yangfeng Ji
2022	—	`conf`	Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation. EMNLP (Findings) Wanyu Du, Hanjie Chen, Yangfeng Ji
2021	J	`jnl`	A new algorithm to reduce T-wave over-sensing based on phase space reconstruction in S-ICD system. Comput. Biol. Medicine Hanjie Chen, Benedict M. Wiles, Paul R. Roberts, John M. Morgan, Koushik Maharatna
2021	J	`jnl`	An effective PSR-based arrhythmia classifier using self-similarity analysis. Biomed. Signal Process. Control. Hanjie Chen, Saptarshi Das, John M. Morgan, Koushik Maharatna
2021	—	`conf`	Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks. NAACL-HLT Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan, R. Chulaka Gunasekara, Sachindra Joshi, Yangfeng Ji
2021	J	`jnl`	Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks. CoRR Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan, R. Chulaka Gunasekara, Sachindra Joshi, Yangfeng Ji
2021	—	`conf`	Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing. BlackboxNLP@EMNLP Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon, Yangfeng Ji, Yanjun Qi
2021	J	`jnl`	Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing. CoRR Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon, Yangfeng Ji, Yanjun Qi
2020	J	`jnl`	An Automatic R and T Peak Detection Method Based on the Combination of Hierarchical Clustering and Discrete Wavelet Transform. IEEE J. Biomed. Health Informatics Hanjie Chen, Koushik Maharatna
2020	A*	`conf`	Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. ACL Hanjie Chen, Guangtao Zheng, Yangfeng Ji
2020	J	`jnl`	Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. CoRR Hanjie Chen, Guangtao Zheng, Yangfeng Ji
2020	—	`conf`	Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers. EMNLP (1) Hanjie Chen, Yangfeng Ji
2020	J	`jnl`	Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers. CoRR Hanjie Chen, Yangfeng Ji
2019	—	`conf`	An Automatic R-peak Detection Method Based on Hierarchical Clustering. BioCAS Hanjie Chen, Koushik Maharatna
2019	J	`jnl`	Improving the Interpretability of Neural Sentiment Classifiers via Data Augmentation. CoRR Hanjie Chen, Yangfeng Ji
2018	J	`jnl`	A Two-Dimensional Constellation Design Method for Visible Light Communications With Signal-Dependent Shot Noise. IEEE Commun. Lett. Hanjie Chen, Zhengyuan Xu
2018	—	`conf`	The Near-field Radiation Pattern of an OLED Panel and Its Application in Detection. CSNDSP Rui Xu, Hanjie Chen, Zhengyuan Xu
2017	B	`conf`	Volterra-based nonlinear equalization for nonlinearity mitigation in organic VLC. IWCMC Xiangyu Li, Hanjie Chen, Shang-Bin Li, Qian Gao, Chen Gong, Zhengyuan Xu
2016	Misc	`conf`	A 1.9Mbps OFDM-based all-organic visible light communication system. ICCS Hanjie Chen, Shang-Bin Li, Boyang Huang, Zhengyuan Xu, WenHai Li, Guifang Dong, Jing Xie