Ziyan Jiang

Researcher, Amazon

Joined

December 2021

Names

Ziyan Jiang (Preferred)

Emails

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2020 – Present

MS student

Johns Hopkins University (jhu.edu)

2018 – 2020

Undergrad student

Nanjing University (nju.edu)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning Multimodal Trajectory Representations for Web Agent Planning
Xuan Zhang, Shengbo Cai, Ziyan Jiang, Rui Meng, Zora Zhiruo Wang, Lu Guangcheng, Zhiyong Wu, Yanyi Shang, Dehan Kong
- ICLR 2026 Workshop MemAgents
- Readers: Everyone
VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
Rui Meng, Ziyan Jiang, Ye Liu, Mingyi Su, Xinyi Yang, Yuepeng Fu, Can Qin, Raghuveer Thirukovalluru, Xuan Zhang, Zeyuan Chen, Ran Xu, Caiming Xiong, Yingbo Zhou, Wenhu Chen, Semih Yavuz
- Accepted by TMLR
- Readers: Everyone
WebRAGent: Retrieval-Augmented Generation for Multimodal Web Agent Planning
Xuan Zhang, Shengbo Cai, Ziyan Jiang, Rui Meng, Zora Zhiruo Wang, Lu Guangcheng, Zhiyong Wu, Yanyi Shang, Dehan Kong
- Submitted to ICLR 2026
- Readers: Everyone
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs
Jialin Yang, Dongfu Jiang, Tony He, Sherman Siu, Yuxuan Zhang, Disen Liao, Zhuofeng Li, Huaye Zeng, Yiming Jia, Haozhe Wang, Benjamin Schneider, Chi Ruan, Wentao Ma, Zhiheng Lyu, Yifei Wang, Yi Lu, Quy Duc Do, Ziyan Jiang, Ping Nie, Wenhu Chen
- Accepted by TMLR
- Readers: Everyone
Universal Retrieval for Multimodal Trajectory Modeling
Xuan Zhang, Ziyan Jiang, Rui Meng, Yifei Leng, Zhenbang Xiao, Zora Zhiruo Wang, Yanyi Shang, Dehan Kong
- WCUA 2025 Poster
- Readers: Everyone
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
Yubo Wang, Xueguang Ma, Ge Zhang, Yuansheng Ni, Abhranil Chandra, Shiguang Guo, Weiming Ren, Aaran Arulraj, Xuan He, Ziyan Jiang, Tianle Li, Max Ku, Kai Wang, Alex Zhuang, Rongqi Fan, Xiang Yue, Wenhu Chen
- Neurips 2024 D&B Track
- Readers: Everyone
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
Ziyan Jiang, Rui Meng, Xinyi Yang, Semih Yavuz, Yingbo Zhou, Wenhu Chen
- ICLR 2025 Poster
- Readers: Everyone
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
Jiacheng Chen, Tianhao Liang, Sherman Siu, Zhengqing Wang, Kai Wang, Yubo Wang, Yuansheng Ni, Ziyan Jiang, Wang Zhu, Bohan Lyu, Dongfu Jiang, Xuan He, Yuan Liu, Hexiang Hu, Xiang Yue, Wenhu Chen
- ICLR 2025 Poster
- Readers: Everyone
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
Yubo Wang, Xueguang Ma, Ge Zhang, Yuansheng Ni, Abhranil Chandra, Shiguang Guo, Weiming Ren, Aaran Arulraj, Xuan He, Ziyan Jiang, Tianle Li, Max Ku, Kai Wang, Alex Zhuang, Rongqi Fan, Xiang Yue, Wenhu Chen
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
PALR: Personalization Aware LLMs for Recommendation
Fan Yang, Zheng Chen, Ziyan Jiang, Eunah Cho, Xiaojiang Huang, Yanbin Lu
- 17 Dec 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 23 publications

Co-Authors

View all 108 co-authors