Shufei Zhang
10 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(14)
β‘
Prolific Year
(5)
Conferences
ACL (4)
ICCV (2)
AAAI (1)
EMNLP (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
monte carlo tree search
(2)
domain adaptation
(1)
text-to-image synthesis
(1)
question answering
(1)
adversarial training
(1)
model merging
(1)
latent representation
(1)
knowledge graph reasoning
(1)
instruction tuning
(1)
reinforcement learning from human feedback
(1)
text-to-image generation
(1)
adversarial attack
(1)
diffusion model
(1)
mathematical reasoning
(1)
multimodal large language model
(1)
evolutionary algorithm
(1)
distribution alignment
(1)
dynamic early exit
(1)
image generation
(1)
Papers
Step-GRPO: Internalizing Dynamic Early Exit for Efficient Reasoning
ACL 2026
Nature-Inspired Population-Based Evolution of Large Language Models
ACL 2026
FlowSearch: Advancing Deep Research with Dynamic Structured Knowledge Flow
ACL 2026
Golden Noise for Diffusion Models: A Learning Framework
ICCV 2025
LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search
NAACL 2025
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
AAAI 2025
ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search
ACL 2025
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
EMNLP 2025
Towards Better Robust Generalization with Shift Consistency Regularization
ICML 2021
Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation
ICCV 2021