Huanyu Zhang

PhD student, Institute of automation, Chinese academy of science, Chinese Academy of Sciences

Joined

September 2023

Names

Huanyu Zhang (Preferred)

Emails

****@gmail.com (Confirmed)

****@cripac.ia.ac.cn (Confirmed)

Personal Links

Homepage

Google Scholar

Semantic Scholar

Career & Education History

PhD student

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Tieniu Tan

2022 – 2027

PhD Advisor

Liang Wang

2022 – 2027

Expertise

Multimodal Reasoning

Present

Multimodal Foundation Models

Present

Time Series

2022 – 2024

Publications

Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs
Huanyu Zhang, Wenshan Wu, Chengzu Li, Ning Shang, Yan Xia, Yangyu Huang, YiFan Zhang, Li Dong, Zhang Zhang, Liang Wang, Furu Wei
- Submitted to ICLR 2026
- Readers: Everyone
OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
zhihong Chen, Xuehai Bai, Yang Shi, Chaoyou Fu, Huanyu Zhang, Haotian Wang, Xiaoyan Sun, Zhang Zhang, Liang Wang, Yuanxing Zhang, Pengfei Wan, YiFan Zhang
- Submitted to ICLR 2026
- Readers: Everyone
11Plus-Bench: Demystifying Multimodal LLM Spatial Reasoning with Cognitive-Inspired Analysis
Chengzu Li, Wenshan Wu, Huanyu Zhang, Qingtao Li, Zeyu Gao, Yan Xia, Jose Hernandez-Orallo, Ivan Vulić, Furu Wei
- Submitted to ICLR 2026
- Readers: Everyone
BaseReward: A Strong Baseline for Multimodal Reward Model
YiFan Zhang, Haihua Yang, Huanyu Zhang, Yang Shi, Zezhou Chen, Haochen Tian, Chaoyou Fu, Kai WU, Bo Cui, Xu Wang, Jianfei Pan, Haotian Wang, Zhang Zhang, Liang Wang
- ICLR 2026 Poster
- Readers: Everyone
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 Conference
- Readers: Everyone
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
- ICML 2025 poster
- Readers: Everyone
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 poster
- Readers: Everyone
TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting
Huanyu Zhang, Chang Xu, YiFan Zhang, Zhang Zhang, Liang Wang, Tieniu Tan, Jiang Bian
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
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
- ICLR 2025 Poster
- Readers: Everyone
LogoRA: Local-Global Representation Alignment for Robust Time Series Classification
Huanyu Zhang, YiFan Zhang, Zhang Zhang, Qingsong Wen, Liang Wang, Tieniu Tan
- Submitted to ICLR 2024
- Readers: Everyone

Co-Authors

View all 50 co-authors