Cho-Jui Hsieh

1. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
   2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 1110 citations
   Computer Science · #Semantic Web and Ontologies
2. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1529 citations
   Computer Science · #cs.CL #cs.AI
3. Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
   2017/05/25 by Xiangru Lian, Lian, Xiangru, Ce Zhang +10 · 79 citations
   Computer Science · Mathematics · #Age of Information Optimization #Distributed Control Multi-Agent Systems #Stochastic Gradient Optimization Techniques #cs.DC #cs.LG #math.OC #stat.ML
4. Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Robustness Verification
   2021/03/11 by Shiqi Wang, Huan Zhang, Wang, Shiqi +12 · 55 citations
   Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CR #cs.LG #stat.ML
5. Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
   2018/01/31 by Tsui-Wei Weng, Huan Zhang, Weng, Tsui-Wei +15 · 27 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CR #cs.LG #stat.ML
6. When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
   2021/06/03 by Xiangning Chen, Chen, Xiangning, Cho-Jui Hsieh +4 · 34 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
7. Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
   2021/10/29 by Eli Chien, Wei-Cheng Chang, Chien, Eli +15 · 23 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling #cs.LG
8. Towards Efficient and Scalable Sharpness-Aware Minimization
   2022/03/05 by Yong Liu, Siqi Mai, Liu, Yong +8 · 23 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection #cs.AI #cs.CV #cs.LG
9. MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius
   2020/01/08 by Runtian Zhai, Chen Dan, Zhai, Runtian +15 · 24 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #cs.CR #cs.LG #stat.ML
10. ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models
    2017/08/31 by Pin-Yu Chen, Huan Zhang, Yash Sharma +2 · 7 citations
    Mathematics · Computer Science · #stat.ML #cs.CR #cs.LG
11. Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks
    2019/05/31 by Wei-Lin Chiang, Xuanqing Liu, Si Si +3 · 5 citations
    Computer Science · Mathematics · #cs.AI #cs.LG #stat.ML
12. APEX: Automated Prompt Engineering eXpert with Dynamic Data Selection
    2026/06/09 by Fei Wang, Si Si, Cho-Jui Hsieh +1 · 1 voice
    Computer Science · #cs.CL #cs.AI #cs.LG
13. Closing the Auto-Research Loop: An AI Co-Scientist for Production Search Ranking
    2026/03/23 by Liwei Wu, Cho-Jui Hsieh · 1 voice
    Computer Science · #cs.IR #cs.AI
14. A Unifying Lens on Supervised Fine-Tuning Through Target Distribution Design
    2026/06/09 by Tong Xie, Yuanhao Ban, Yunqi Hong +3 · 1 voice
    Computer Science · #cs.LG #cs.AI #cs.CL