Shang-Tse Chen
12 papers · 2014–2026 · 9 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (11) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (8) ๐ Cross-Pollinator (13)
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Conference Polyglot
(8)
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Academic Marathon
(11)
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Cross-Pollinator
(13)
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Grand Slam
๐
Century Club
(11)
๐๏ธ
Keyword Collector
(58)
Conferences
ICML (3)
EMNLP (2)
AAAI (1)
ACL (1)
AISTATS (1)
EACL (1)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Research topics
Keywords
neural network
(2)
large language model
(2)
model merging
(2)
adversarial learning
(1)
domain adaptation
(1)
direct preference optimization
(1)
online learning
(1)
knowledge representation
(1)
distributed learning
(1)
privacy preservation
(1)
automatic speech recognition
(1)
formal verification
(1)
model safety
(1)
llm defense
(1)
reinforcement learning from human feedback
(1)
prompt engineering
(1)
multiclass classification
(1)
model alignment
(1)
agnostic learning
(1)
certified robustness
(1)
Papers
Adaptive HelpfulnessโHarmlessness Alignment with Preference Vectors
EACL 2026
Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging
EMNLP 2025
Jailbreaking with Universal Multi-Prompts
NAACL 2025
DRAG: Data Reconstruction Attack using Guided Diffusion
ICML 2025
Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit Annealing Loss
ICML 2025
Annealing Self-Distillation Rectification Improves Adversarial Training
ICLR 2024
Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization
AAAI 2024
Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition
EMNLP 2024
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks
NIPS 2024
Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue
ACL 2023
Communication Efficient Distributed Agnostic Boosting
AISTATS 2016
Boosting with Online Binary Learners for the Multiclass Bandit Problem
ICML 2014