YiFan Zhang

PhD student, Institute of automation, Chinese academy of science

Joined

May 2021

Names

YiFan Zhang (Preferred)

yifan zhang

Yifan Zhang

Emails

****@gmail.com (Confirmed)

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

Personal Links

Career & Education History

PhD student

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

2021 – Present

Advisors, Relations & Conflicts

Coauthor

Wenbo Zheng

Present

Coauthor

Xueru Wen

Present

Coauthor

Yufan Shen

Present

PhD Advisor

Tieniu Tan

2021 – 2026

Expertise

Machine Learning

Present

Computer Vision

Present

Multimodal Large Language Models

Present

Publications

AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models
Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong zheng, Xuechao Zou, Lionel Z. WANG, Shun Zhang, Xingjian Du, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, YiFan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Gelei Deng, Haoyang LI et al. (14 additional authors not shown)
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning
Xiao Hu, Xingyu Lu, Liyuan Mao, YiFan Zhang, Tianke Zhang, Bin Wen, Fan Yang, Tingting Gao, Guorui Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
YiFan Zhang, Xingyu Lu, Xiao Hu, Chaoyou Fu, Bin Wen, Tianke Zhang, Changyi Liu, Kaiyu Jiang, Kaibing Chen, Kaiyu Tang, Haojie Ding, Jiankang Chen, Fan Yang, Zhang Zhang, Tingting Gao, Di ZHANG, Guorui Zhou, Liang Wang
- ICLR 2026 Poster
- Readers: Everyone
AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong zheng, Xuechao Zou, Lionel Z. WANG, Shun Zhang, Xingjian Du, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, YiFan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Gelei Deng, Haoyang LI et al. (14 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
OmniEarth-Bench: Probing Cognitive Abilities of MLLMs for Earth's Multi-sphere Observation Data
Fengxiang Wang, Mingshuo Chen, Xuming He, YiFan Zhang, Yueying Li, Feng Liu, Zijie Guo, Zhenghao Hu, Jiong WANG, Jingyi Xu, Zhangrui Li, Junchao Gong, Di Wang, Fenghua Ling, Ben Fei, Weijia Li, Long Lan, Wenjing Yang, Jing Zhang, Wenlong Zhang et al. (1 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
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
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
Wulin Xie, YiFan Zhang, Chaoyou Fu, Yang Shi, Jianshu Zeng, Bingyan Nie, Hongkai Chen, Zhang Zhang, Liang Wang
- ICLR 2026 Poster
- Readers: Everyone
VITA-E: A Dual-Model Framework for Real-Time, Interruptible, and Concurrent Human-Robot Interaction
Xiaoyu Liu, Chaoyou Fu, Chi Yan, Haihan Gao, YiFan Zhang, Chu Wu, Shaoqi Dong, Cheng Qian, Bin Luo, Yangxiuyong, guanwuli, Yusheng Cai, Yunhang Shen, Deqiang Jiang, Haoyu Cao, Xing Sun, Caifeng Shan, Ran He
- Submitted to ICLR 2026
- Readers: Everyone
Thyme: Think Beyond Images
YiFan Zhang, Xingyu Lu, Shukang Yin, Chaoyou Fu, Wei Chen, Xiao Hu, Bin Wen, Kaiyu Jiang, Changyi Liu, Tianke Zhang, Haonan fan, Kaibing Chen, Jiankang Chen, Haojie Ding, Kaiyu Tang, Zhang Zhang, Liang Wang, Fan Yang, Tingting Gao, Guorui Zhou
- ICLR 2026 Poster
- Readers: Everyone

View all 58 publications

Co-Authors

View all 263 co-authors