Hanjie Chen

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
Conformal Certification of Reasoning Trace Prefixes.
CoRR, May, 2026

LT2: Linear-Time Looped Transformers.
CoRR, May, 2026

BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD.
CoRR, May, 2026

When Embedding-Based Defenses Fail: Rethinking Safety in LLM-Based Multi-Agent Systems.
CoRR, May, 2026

Agentic Discovery with Active Hypothesis Exploration for Visual Recognition.
CoRR, April, 2026

PRISM: A Dual View of LLM Reasoning through Semantic Flow and Latent Computation.
CoRR, March, 2026

GR-SAP: Generative Replay for Safety Alignment Preservation during Fine-Tuning.
CoRR, March, 2026

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions.
CoRR, February, 2026

Spherical Steering: Geometry-Aware Activation Rotation for Language Models.
CoRR, February, 2026

PDSNet: Patient-Disease Dual Spatial Similarity Neural Networks for Predicting Heart Failure Risk Using Short Electronic Health Records.
IEEE J. Biomed. Health Informatics, January, 2026

Multi-Wavelength Photoplethysmographic Assessment of Fingertip Vasculature for Auto-Calibrated Cuffless Blood Pressure Monitoring.
IEEE J. Biomed. Health Informatics, January, 2026

Language Models are Symbolic Learners in Arithmetic.
Trans. Mach. Learn. Res., 2026

Generative Personality Simulation via Theory-Informed Structured Interview.
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025
Findings of the BlackboxNLP 2025 Shared Task: Localizing Circuits and Causal Variables in Language Models.
CoRR, November, 2025

DeepSport: A Multimodal Large Language Model for Comprehensive Sports Video Reasoning via Agentic Reinforcement Learning.
CoRR, November, 2025

SportR: A Benchmark for Multimodal Large Language Model Reasoning in Sports.
CoRR, November, 2025

The Generalization Ridge: Information Flow in Natural Language Generation.
CoRR, July, 2025

InfoSteer: Steering Information Utility in Language Model Post-Training.
CoRR, July, 2025

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.
CoRR, March, 2025

Personality Structured Interview for Large Language Model Simulation in Personality Research.
CoRR, February, 2025

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.
Trans. Mach. Learn. Res., 2025

Steering Information Utility in Key-Value Memory for Language Model Post-Training.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

SAFR: Neuron Redistribution for Interpretability.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Learning Distribution-wise Control in Representation Space for Language Models.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

ECG-guided individual identification via PPG.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Rethinking Diverse Human Preference Learning through Principal Component Analysis.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024
Explainability for Large Language Models: A Survey.
ACM Trans. Intell. Syst. Technol., April, 2024

Fractional Optimal Control for Malware Propagation in Internet of Underwater Things.
IEEE Internet Things J., April, 2024

PulseID: Multi-scale photoplethysmographic identification using a deep convolutional neural network.
Biomed. Signal Process. Control., February, 2024

Political-LLM: Large Language Models in Political Science.
CoRR, 2024

From Babbling to Fluency: Evaluating the Evolution of Language Models in Terms of Human Language Acquisition.
CoRR, 2024

Language and Multimodal Models in Sports: A Survey of Datasets and Applications.
CoRR, 2024

Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs.
CoRR, 2024

An improved deep regression model with state space reconstruction for continuous blood pressure estimation.
Comput. Electr. Eng., 2024

RORA: Robust Free-Text Rationale Evaluation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
REV: Information-Theoretic Evaluation of Free-Text Rationales.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Improving Interpretability via Explicit Word Interaction Graph Layer.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
KNIFE: Knowledge Distillation with Free-Text Rationales.
CoRR, 2022

Self-augmented Data Selection for Few-shot Dialogue Generation.
CoRR, 2022

Explaining Prediction Uncertainty of Pre-trained Language Models by Detecting Uncertain Words in Inputs.
CoRR, 2022

Prediction and classification of ventricular arrhythmia based on phase-space reconstruction and fuzzy c-means clustering.
Comput. Biol. Medicine, 2022

Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification.
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning.
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A new algorithm to reduce T-wave over-sensing based on phase space reconstruction in S-ICD system.
Comput. Biol. Medicine, 2021

An effective PSR-based arrhythmia classifier using self-similarity analysis.
Biomed. Signal Process. Control., 2021

Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing.
Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

2020
An Automatic R and T Peak Detection Method Based on the Combination of Hierarchical Clustering and Discrete Wavelet Transform.
IEEE J. Biomed. Health Informatics, 2020

Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Improving the Interpretability of Neural Sentiment Classifiers via Data Augmentation.
CoRR, 2019

An Automatic R-peak Detection Method Based on Hierarchical Clustering.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018
A Two-Dimensional Constellation Design Method for Visible Light Communications With Signal-Dependent Shot Noise.
IEEE Commun. Lett., 2018

The Near-field Radiation Pattern of an OLED Panel and Its Application in Detection.
Proceedings of the 11th International Symposium on Communication Systems, 2018

2017
Volterra-based nonlinear equalization for nonlinearity mitigation in organic VLC.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

2016
A 1.9Mbps OFDM-based all-organic visible light communication system.
Proceedings of the 2016 IEEE International Conference on Communication Systems, 2016


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