Shufei Zhang
10 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(6)
Deep Learning
(5)
Machine Learning
(3)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Generation
(1)
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
FlowSearch: Advancing Deep Research with Dynamic Structured Knowledge Flow
ACL 2026
Nature-Inspired Population-Based Evolution of Large Language Models
ACL 2026
Step-GRPO: Internalizing Dynamic Early Exit for Efficient Reasoning
ACL 2026
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
EMNLP 2025
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
AAAI 2025
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
ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search
ACL 2025
Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation
ICCV 2021
Towards Better Robust Generalization with Shift Consistency Regularization
ICML 2021