Yiqiao Jin

PhD student, College of Computing, Georgia Institute of Technology

Joined

May 2020

Names

Yiqiao Jin (Preferred)

Emails

****@g.ucla.edu (Confirmed)

****@gatech.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

College of Computing, Georgia Institute of Technology (gatech.edu)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Srijan Kumar

Present

Expertise

Multimodal Learning

2023 – Present

Agent

2023 – Present

Robustness

2023 – Present

Safety

2023 – Present

Large Language Models

2022 – Present

Data Mining

2021 – Present

Computational Social Science

2020 – Present

Publications

MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A
Hanoz Bhathena, Parin Rajesh Jhaveri, Rohan Mittal, Prateek Singh, Aymen Kallala, Rachneet Kaur, Yiqiao Jin, Zhen Zeng, Adwait Ratnaparkhi, Denis Kochedykov
- ACL 2026 Industry Track Poster
- Readers: Everyone
CultureVLM: Characterizing and Improving Cultural Understanding of Vision-Language Models
Shudong Liu, Yiqiao Jin, CHENG LI, Qingsong Wen, Lichao Sun, Haipeng Chen, Derek F. Wong, Jindong Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Sysformer: Safeguarding Frozen Large Language Models with Adaptive System Prompts
Kartik Sharma, Yiqiao Jin, Vineeth Rakesh, Yingtong Dou, Menghai Pan, Mahashweta Das, Srijan Kumar
- ICLR 2026 Poster
- Readers: Everyone
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE
Guancheng Wan, Lucheng Fu, Haoxin Liu, Yiqiao Jin, Hui Yi Leong, Eric Hanchen Jiang, Hejia Geng, Jinhe Bi, Yunpu Ma, Xiangru Tang, B. Aditya Prakash, Yizhou Sun, Wei Wang
- ICLR 2026 Poster
- Readers: Everyone
Sysformer: Safeguarding Frozen Large Language Models with Adaptive System Prompts
Kartik Sharma, Yiqiao Jin, Vineeth Rakesh, Yingtong Dou, Menghai Pan, Mahashweta Das, Srijan Kumar
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
UniGuard: Towards Universal Safety Guardrails for Jailbreak Attacks on Multimodal Large Language Models
Sejoon Oh, Yiqiao Jin, Megha Sharma, Donghyun Kim, Eric Ma, Gaurav Verma, Srijan Kumar
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression
Yiqiao Jin, Kartik Sharma, Vineeth Rakesh, Yingtong Dou, Menghai Pan, Mahashweta Das, Srijan Kumar
- ES-FoMo III
- Readers: Everyone
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories
Yiqiao Jin, Andrew Zhao, Yeon-Chang Lee, Meng Ye, Ajay Divakaran, Srijan Kumar
- TGL @ KDD 2025
- Readers: Everyone
CultureVLM: Characterizing and Improving Cultural Understanding of Vision-Language Models for over 100 Countries
Shudong Liu, Yiqiao Jin, CHENG LI, Derek F. Wong, Qingsong Wen, Lichao Sun, Haipeng Chen, Xing Xie, Jindong Wang
- VLMs4All 2025 Poster
- Readers: Everyone
Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, QingqingLong, Rong-Cheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chengwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin et al. (6 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 34 publications

Co-Authors

View all 113 co-authors