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Kaixuan Huang
Kaixuan Huang
9
papers
709
total citations
papers (9)
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
ICML 2024
arXiv
184
citations
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
ICLR 2025
arXiv
151
citations
Fast Federated Learning in the Presence of Arbitrary Device Unavailability
NEURIPS 2021
arXiv
127
citations
Why Do Deep Residual Networks Generalize Better than Deep Feedforward Networks? --- A Neural Tangent Kernel Perspective
NEURIPS 2020
arXiv
104
citations
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement
NEURIPS 2023
arXiv
49
citations
SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths
COLM 2025
46
citations
Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models
ICML 2025
arXiv
19
citations
Optimal Gradient-based Algorithms for Non-concave Bandit Optimization
NEURIPS 2021
arXiv
19
citations
Going Beyond Linear RL: Sample Efficient Neural Function Approximation
NEURIPS 2021
arXiv
10
citations