Huanyu Zhang

1. Imagine while Reasoning in Space: Multimodal Visualization-of-Thought
   2025/01/13 by Chengzu Li, Li, Chengzu, Wenshan Wu +14 · 4 voices · 63 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #cs.CL #cs.CV #cs.LG
2. MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
   2024/08/23 by Yifan Zhang, Huanyu Zhang, Zhang, Yi-Fan +22 · 73 citations
   Computer Science · #Semantic Web and Ontologies
3. Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication
   2018/02/13 by Jayadev Acharya, Ziteng Sun, Acharya, Jayadev +3 · 9 citations
   Computer Science · #Data Structures and Algorithms (cs.DS) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
4. MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
   2025/02/14 by Yifan Zhang, Tao Yu, Zhang, Yi-Fan +37 · 18 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
5. Differentially Private Assouad, Fano, and Le Cam
   2020/04/14 by Jayadev Acharya, Acharya, Jayadev, Ziteng Sun +3 · 6 citations
   Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
6. Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data
   2021/06/02 by Gautam Kamath, Kamath, Gautam, Xingtu Liu +3 · 4 citations
   Computer Science · Engineering · #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
7. Statler: State-Maintaining Language Models for Embodied Reasoning
   2023/06/30 by Takuma Yoneda, Yoneda, Takuma, Jiading Fang +17 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
8. Privately Learning Markov Random Fields
   2020/02/21 by Huanyu Zhang, Gautam Kamath, Zhang, Huanyu +5 · 3 citations
   Computer Science · #Cryptography and Security (cs.CR) #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
9. Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment
   2023/04/14 by Rachel Cummings, Cummings, Rachel, Damien Desfontaines +45 · 3 citations
   Social Sciences · #Privacy, Security, and Data Protection
10. Robust Testing and Estimation under Manipulation Attacks
    2021/04/21 by Jayadev Acharya, Acharya, Jayadev, Ziteng Sun +3 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Privacy-Preserving Technologies in Data
11. Federated Linear Contextual Bandits with User-level Differential Privacy
    2023/06/08 by Ruiquan Huang, Huang, Ruiquan, Huanyu Zhang +9 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
12. Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
    2025/04/21 by Huanyu Zhang, Zhang, Huanyu, Chengzu Li +19 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
13. DP-HyPO: An Adaptive Private Hyperparameter Optimization Framework
    2023/06/09 by Hua Wang, Sheng Gao, Wang, Hua +7 · 1 citation
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Advanced Neural Network Applications #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
14. TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting
    2024/12/30 by Huanyu Zhang, Xu Chang, Zhang, Huanyu +11 · 2 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
15. LogoRA: Local-Global Representation Alignment for Robust Time Series Classification
    2024/09/12 by Huanyu Zhang, Zhang, Huanyu, Yifan Zhang +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
16. BaseReward: A Strong Baseline for Multimodal Reward Model
    2025/09/19 by Yifan Zhang, Zhang, Yi-Fan, Haihua Yang +25 · 2 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
17. OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
    2025/09/29 by Zhihong Chen, Chen, Zhihong, Bai, Xuehai +20 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
18. Memory-Efficient Differentially Private Training with Gradient Random Projection
    2025/06/18 by Alex Mulrooney, Devansh Gupta, Mulrooney, Alex +11 · 2 citations
    Computer Science · #FOS: Computer and information sciences #I.2.10 #I.2.7 #Machine Learning (cs.LG) #Machine Learning and Algorithms #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
19. Kimi K3: Open Frontier Intelligence
    2026/07/27 by Kimi Team, Tongtong Bai, Yifan Bai +398 · 1 voice
    #cs.CL #cs.LG