Zhang, Huanyu

15 publications

ICML 2025 Imagine While Reasoning in Space: Multimodal Visualization-of-Thought Chengzu Li, Wenshan Wu, Huanyu Zhang, Yan Xia, Shaoguang Mao, Li Dong, Ivan Vulić, Furu Wei

ICML 2025 MM-RLHF: The Next Step Forward in Multimodal LLM Alignment Yifan Zhang, Tao Yu, Haochen Tian, Chaoyou Fu, Peiyan Li, Jianshu Zeng, Wulin Xie, Yang Shi, Huanyu Zhang, Junkang Wu, Xue Wang, Yibo Hu, Bin Wen, Tingting Gao, Zhang Zhang, Fan Yang, Di Zhang, Liang Wang, Rong Jin

ICLR 2025 MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios That Are Difficult for Humans? YiFan Zhang, Huanyu Zhang, Haochen Tian, Chaoyou Fu, Shuangqing Zhang, Junfei Wu, Feng Li, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin

NeurIPS 2023 DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization Hua Wang, Sheng Gao, Huanyu Zhang, Weijie Su, Milan Shen

ICML 2023 Federated Linear Contextual Bandits with User-Level Differential Privacy Ruiquan Huang, Huanyu Zhang, Luca Melis, Milan Shen, Meisam Hejazinia, Jing Yang

JMLR 2023 Generalized Linear Models in Non-Interactive Local Differential Privacy with Public Data Di Wang, Lijie Hu, Huanyu Zhang, Marco Gaboardi, Jinhui Xu

ICML 2022 Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data Gautam Kamath, Xingtu Liu, Huanyu Zhang

COLT 2022 Robust Estimation for Random Graphs Jayadev Acharya, Ayush Jain, Gautam Kamath, Ananda Theertha Suresh, Huanyu Zhang

ALT 2021 Differentially Private Assouad, Fano, and Le Cam Jayadev Acharya, Ziteng Sun, Huanyu Zhang

ICML 2021 Robust Testing and Estimation Under Manipulation Attacks Jayadev Acharya, Ziteng Sun, Huanyu Zhang

COLT 2020 Locally Private Hypothesis Selection Sivakanth Gopi, Gautam Kamath, Janardhan Kulkarni, Aleksandar Nikolov, Zhiwei Steven Wu, Huanyu Zhang

ICML 2020 Privately Learning Markov Random Fields Huanyu Zhang, Gautam Kamath, Janardhan Kulkarni, Steven Wu

AISTATS 2019 Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication Jayadev Acharya, Ziteng Sun, Huanyu Zhang

NeurIPS 2018 Differentially Private Testing of Identity and Closeness of Discrete Distributions Jayadev Acharya, Ziteng Sun, Huanyu Zhang

ICML 2018 INSPECTRE: Privately Estimating the Unseen Jayadev Acharya, Gautam Kamath, Ziteng Sun, Huanyu Zhang