Zheng, Xiaosen

1. RegMix: Data Mixture as Regression for Language Model Pre-training
   2024/07/01 by Liu, Qian, Zheng, Xiaosen, Muennighoff, Niklas +5 · 33 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
   2024/02/13 by Gu, Xiangming, Zheng, Xiaosen, Pang, Tianyu +5 · 20 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
3. Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses
   2024/06/03 by Zheng, Xiaosen, Pang, Tianyu, Du, Chao +3 · 17 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates
   2024/10/09 by Xiaosen Zheng, Tianyu Pang, Zheng, Xiaosen +9 · 1 voice · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CR #cs.LG
5. SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
   2025/09/02 by Zhenghai Xue, Longtao Zheng, Xue, Zhenghai +11 · 47 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
6. Intriguing Properties of Data Attribution on Diffusion Models
   2023/11/01 by Xiaosen Zheng, Tianyu Pang, Zheng, Xiaosen +7 · 5 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
7. An Empirical Study of Memorization in NLP
   2022/03/23 by Zheng, Xiaosen, Jiang, Jing · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences