Yanxiang Ma
5 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🏆
Grand Slam
Conferences
AAAI (1)
ACL (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
adversarial robustness
(1)
chain-of-thought reasoning
(1)
adversarial attack
(1)
retrieval-augmented generation
(1)
analogical reasoning
(1)
legal reasoning
(1)
activation steering
(1)
gradient similarity
(1)
large language model
(1)
representation optimization
(1)
randomized defense
(1)
hidden state manipulation
(1)
random weight sampling
(1)
prior regularization
(1)
legal hallucination
(1)
Papers
Eliciting Chain-of-Thought in Base LLMs via Gradient-Based Representation Optimization
AAAI 2026
Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents
ACL 2026
Learning Mask Invariant Mutual Information for Masked Image Modeling
ICLR 2025
Adversarial Robustness via Deformable Convolution with Stochasticity
ICML 2025
Adversarial Robustness through Random Weight Sampling
NIPS 2023