Bingsheng He

Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts

LLM DNA: Tracing Model Evolution via Functional Representations

HLStrans: Dataset for C-to-HLS Hardware Code Synthesis

Towards Evaluating Fake Reasoning Bias in Language Models

JudgeLRM: Large Reasoning Models as a Judge

Disagreements in Reasoning: How a Model's Thinking Process Dictates Persuasion in Multi-Agent Systems

Assessing Judging Bias in Large Reasoning Models: An Empirical Study

Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming

Multi-Label Node Classification with Label Influence Propagation

A Precompute-Then-Adapt Approach for Efficient Graph Condensation

EOP: Unlocking Superior Problem Solving in Small LLMs

Adapting Precomputed Features for Efficient Graph Condensation

Open-Set Learning for Addressing Label Skews in One-Shot Federated Learning

LogQuant: Log-Distributed 2-Bit Quantization of KV Cache with Superior Accuracy Preservation