Xiaoyu Tan
14 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Dynamic Duo
(11)
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Prolific Year
(6)
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Century Club
(13)
Conferences
EMNLP (4)
MICCAI (3)
ACL (2)
ICML (2)
AAAI (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
large language model
(3)
instruction fine-tuning
(2)
in-context learning
(2)
domain generalization
(1)
video classification
(1)
self-supervised learning
(1)
curriculum learning
(1)
chain-of-thought reasoning
(1)
machine unlearning
(1)
out-of-distribution generalization
(1)
eye tracking
(1)
reinforcement learning from human feedback
(1)
bellman equation
(1)
model-based reinforcement learning
(1)
memory retrieval
(1)
data privacy
(1)
continuous time
(1)
neural ordinary differential equation
(1)
low-rank adaptation
(1)
text classification
(1)
Papers
From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning
ACL 2026
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
ICLR 2025
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents
EMNLP 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
ICML 2025
MVP-LLMs: Optimizing Intervention Timing and Subsequent Decision Support for Mechanical Ventilation Parameter Control Using Large Language Models
MICCAI 2025
Prolog-Driven Rule-Based Diagnostics with Large Language Models for Precise Clinical Decision Support
MICCAI 2025
Robust Sleep Stage Prediction from Electroencephalogram with Label Noise Using Multimodal Large Language Models
MICCAI 2025
ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average
EMNLP 2024
Provably Invariant Learning without Domain Information
ICML 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching
EMNLP 2023
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes
AAAI 2023
SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels
ACL 2023
Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification
ICCV 2023
Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness
EMNLP 2023