Xinyuan Wang
12 papers · 2024–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Conference Polyglot (7) π Interdisciplinary Bridge
π
Cross-Pollinator
(13)
π
Century Club
(11)
β‘
Prolific Year
(7)
Conferences
AAAI (4)
ICLR (2)
ACL (1)
EMNLP (1)
ICML (1)
IJCAI (1)
MICCAI (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
adversarial attack
(2)
contrastive learning
(2)
model selection
(1)
text generation
(1)
model security
(1)
continual learning
(1)
self-supervised learning
(1)
in-context learning
(1)
kl divergence
(1)
importance sampling
(1)
dynamic routing
(1)
natural language understanding
(1)
feature transformation
(1)
reinforcement learning from human feedback
(1)
embedding space
(1)
low-rank estimation
(1)
reinforcement learning
(1)
diffusion model
(1)
unsupervised learning
(1)
Papers
Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models
ACL 2026
Efficient Post-Training Refinement of Latent Reasoning in Large Language Models
AAAI 2026
Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage
AAAI 2026
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
ICLR 2025
Efficient Network Automatic Relevance Determination
ICML 2025
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion
MICCAI 2025
MixLLM: Dynamic Routing in Mixed Large Language Models
NAACL 2025
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
IJCAI 2025
Medical MLLM Is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
AAAI 2025
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
EMNLP 2025
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials
AAAI 2024
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
ICLR 2024