Junkai Zhang

1. WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
   2025/07/20 by Zhengwei Tao, Jialong Wu, Tao, Zhengwei +23 · 2 voices · 54 citations
   #cs.CL #cs.AI
2. Protein Large Language Models: A Comprehensive Survey
   2025/02/21 by Yijia Xiao, Wanjia Zhao, Xiao, Yijia +30 · 6 voices · 7 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Machine Learning in Bioinformatics #cs.AI #cs.CE #cs.CL #cs.LG #q-bio.BM
3. Why Does Sharpness-Aware Minimization Generalize Better Than SGD?
   2023/10/11 by Zixiang Chen, Chen, Zixiang, Junkai Zhang +9 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC)
4. Enhancing LLM Safety Through a Theoretical Minimax Game Lens
   2025/02/07 by Deng, Yihe, Zhiyu Yang, Yang, Yu +5 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
5. Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
   2023/12/14 by Zixiang Chen, Chen, Zixiang, Huizhuo Yuan +9 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques
6. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
   2024/12/20 by Jingyuan Qi, Zian Jia, Qi, Jingyuan +30 · 3 citations
   Engineering · #BIM and Construction Integration #Modular Robots and Swarm Intelligence
7. Bitformer: An efficient Transformer with bitwise operation-based attention for Big Data Analytics at low-cost low-precision devices
   2023/11/22 by Gaoxiang Duan, Duan, Gaoxiang, Junkai Zhang +6 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Stochastic Gradient Optimization Techniques
8. Bellman-Ford in Almost-Linear Time
   2026/07/21 by Isaac M. Hair, George Z. Li, Jason Li +1 · 1 voice
   #cs.DS
9. Improved Strongly Polynomial Work-Span Tradeoffs for Directed Single Source Shortest Paths
   2026/07/21 by Isaac M. Hair, George Z. Li, Jason Li +1
   #cs.DS