Wang, Yichen

1. The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy
   2019/02/12 by Cai, T. Tony, Wang, Yichen, Zhang, Linjun · 11 citations
   #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Jailbreak Large Vision-Language Models Through Multi-Modal Linkage
   2024/11/30 by Yu Wang, Wang, Yu, Xiaofei Zhou +7 · 18 citations
   Computer Science · Social Sciences · #Digital and Cyber Forensics #Artificial Intelligence in Law #Natural Language Processing Techniques
3. Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs
   2017/05/16 by Rakshit Trivedi, Hanjun Dai, Trivedi, Rakshit +5 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Domain Adaptation and Few-Shot Learning
4. k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text
   2024/02/17 by Abe Bohan Hou, Hou, Abe Bohan, Jingyu Zhang +7 · 10 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #User Authentication and Security Systems #Internet Traffic Analysis and Secure E-voting
5. BugSwarm: Mining and Continuously Growing a Dataset of Reproducible\n Failures and Fixes
   2019/03/15 by David A. Tomassi, Tomassi, David A., Naji Dmeiri +13 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
6. Detector Collapse: Physical-World Backdooring Object Detection to Catastrophic Overload or Blindness in Autonomous Driving
   2024/04/17 by Zhang, Hangtao, Hu, Shengshan, Wang, Yichen +5 · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution
   2015/07/08 by Farajtabar, Mehrdad, Wang, Yichen, Rodriguez, Manuel Gomez +3 · 2 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
8. Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning
   2025/05/06 by Shan Yu, Yu, Shan, Yifan Qiao +29 · 12 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Big Data and Digital Economy #Natural Language Processing Techniques
9. Dual Radar: A Multi-modal Dataset with Dual 4D Radar for Autonomous Driving
   2023/10/11 by Xinyu Zhang, Zhang, Xinyu, Ke Wang +21 · 4 citations
   Physics and Astronomy · Engineering · Environmental Science · #Advanced Optical Sensing Technologies #Advanced SAR Imaging Techniques #Remote Sensing and LiDAR Applications
10. Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas: A Survey
    2024/06/08 by Deng, Chengyuan, Duan, Yiqun, Jin, Xin +15 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Score Attack: A Lower Bound Technique for Optimal Differentially Private Learning
    2023/03/13 by Cai, T. Tony, Wang, Yichen, Zhang, Linjun · 3 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
12. Can A Society of Generative Agents Simulate Human Behavior and Inform Public Health Policy? A Case Study on Vaccine Hesitancy
    2025/03/12 by Abe Bohan Hou, Hou, Abe Bohan, Hongru Du +15 · 6 citations
    Social Sciences · Medicine · #Language and cultural evolution #Vaccine Coverage and Hesitancy #Artificial Intelligence in Healthcare and Education
13. Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks
    2024/02/18 by Wang, Yichen, Feng, Shangbin, Hou, Abe Bohan +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. Deep Coevolutionary Network: Embedding User and Item Features for Recommendation
    2016/09/13 by Dai, Hanjun, Wang, Yichen, Trivedi, Rakshit +1 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
15. Improving Pacing in Long-Form Story Planning
    2023/11/08 by Wang, Yichen, Yang, Kevin, Liu, Xiaoming +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
16. Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature
    2024/12/22 by Yichen Wang, Wang, Yichen, Yuxuan Chou +11 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
17. Fast and Simple Optimization for Poisson Likelihood Models
    2016/08/03 by Niao He, He, Niao, Zaïd Harchaoui +5 · 1 citation
    Computer Science · Mathematics · Engineering · #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods #Sparse and Compressive Sensing Techniques
18. Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications
    2025/04/02 by Tang, Xiao, Zhao, Kexin, Shen, Chao +4 · 5 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
19. Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better
    2024/02/01 by Liu, Shengchao, Liu, Xiaoming, Wang, Yichen +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
20. Deep Probabilistic Modeling of User Behavior for Anomaly Detection via Mixture Density Networks
    2025/05/13 by Dai, Lu, Zhu, Wenxuan, Quan, Xuehui +3 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
21. Test-Time Backdoor Detection for Object Detection Models
    2025/03/19 by Hangtao Zhang, Yichen Wang, Zhang, Hangtao +17 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection #cs.CV
22. CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning
    2022/12/20 by Liu, Xiaoming, Zhang, Zhaohan, Wang, Yichen +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
23. ADVEDM:Fine-grained Adversarial Attack against VLM-based Embodied Agents
    2025/09/20 by Yichen Wang, Hangtao Zhang, Wang, Yichen +17 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
24. DarkFed: A Data-Free Backdoor Attack in Federated Learning
    2024/05/06 by Li, Minghui, Wan, Wei, Ning, Yuxuan +4 · 2 citations
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
25. Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning
    2023/08/14 by Li, Chengzhengxu, Liu, Xiaoming, Wang, Yichen +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
26. Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models
    2024/06/15 by Li, Chengzhengxu, Liu, Xiaoming, Zhang, Zhaohan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
27. A Network Flow Approach to Optimal Scheduling in Supply Chain Logistics
    2024/11/26 by Wang, Yichen, Zhang, Huanbo, Yuan, Chunhong +2 · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
28. Enhancing Exploratory Capability of Visual Navigation Using Uncertainty of Implicit Scene Representation
    2024/11/05 by Yichen Wang, Wang, Yichen, Qiming Liu +5 · 1 citation
    Computer Science · Engineering · #Gaze Tracking and Assistive Technology #Spatial Cognition and Navigation #Visual Attention and Saliency Detection
29. Unraveling Misinformation Propagation in LLM Reasoning
    2025/05/24 by Feng, Yiyang, Wang, Yichen, Cui, Shaobo +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
30. HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring
    2025/06/03 by Zhonghua Su, Su, Zhixiong, Yichen Wang +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
31. Optimizing Diversity and Quality through Base-Aligned Model Collaboration
    2025/11/07 by Yichen Wang, Wang, Yichen, Chenghao Yang +8 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling