Zhang, Shufei
- LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning
2024/10/03 by Di Zhang, Jianbo Wu, Zhang, Di +23 · 1 voice · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #cs.AI #cs.CL
- Golden Noise for Diffusion Models: A Learning Framework
2024/11/14 by Zhou, Zikai, Shao, Shitong, Bai, Lichen +4 · 28 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
2024/08/14 by Junxian Li, Li, Junxian, Di Zhang +35 · 22 citations
Computer Science · Materials Science · #Topic Modeling #Advanced Text Analysis Techniques #Machine Learning in Materials Science
- ChemLLM: A Chemical Large Language Model
2024/02/10 by Di Zhang, Wei Liu, Zhang, Di +26 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences
- Evidential Deep Learning for Interatomic Potentials
2024/07/19 by Xu Han, Taoyong Cui, Xu, Han +18 · 4 citations
Computer Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Neural Networks and Applications #Topic Modeling
- OmniCaptioner: One Captioner to Rule Them All
2025/04/09 by Yiting Lu, Lu, Yiting, Jiakang Yuan +36 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Data Visualization and Analytics
- InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
2025/05/22 by InternAgent Team, Bo Zhang, Shiyang Feng +45 · 6 citations
Materials Science · Decision Sciences · Computer Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
- Robust Generative Adversarial Network
2020/04/28 by Zhang, Shufei, Qian, Zhuang, Huang, Kaizhu +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
2024/12/26 by Haonan He, Yuchen Ren, He, Haonan +26 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research
- Improving Model Robustness with Latent Distribution Locally and Globally
2021/07/08 by Qian Zhuang, Shufei Zhang, Qian, Zhuang +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dataset Distillers Are Good Label Denoisers In the Wild
2024/11/18 by Cheng, Lechao, Chen, Kaifeng, Li, Jiyang +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Nature-Inspired Population-Based Evolution of Large Language Models
2025/03/03 by Zhang, Yiqun, Ye, Peng, Yang, Xiaocui +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System
2025/09/10 by Han, Dong, Ai, Zhehong, Cai, Pengxiang +16 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025/12/18 by Wanghan Xu, Xu, Wanghan, Yuhao Zhou +214 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG