Jiaquan Zhang

Undergrad student, School of Information and Software Engineering, University of Electronic Science and Technology of China

Joined

April 2025

Names

Jiaquan Zhang (Preferred)

Emails

****@std.uestc.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Undergrad student

School of Information and Software Engineering, University of Electronic Science and Technology of China (uestc.edu)

2024 – 2028

Advisors, Relations & Conflicts

Coauthor

Chaoning Zhang

2024 – 2028

Coauthor

Haoyu Bian

2024 – 2028

Expertise

LLM

2024 – 2028

PINN

2024 – 2028

Neural Operators

2024 – 2028

Publications

SCMF: Lightweight Retrieval-Augmented Generation via Retrieval Vector Compression
Jiaquan Zhang, Chaoning Zhang, Qigan Sun, Yibei Liu, Xudong Wang, Pengcheng Zheng, Chenghao Li, Sihan Cao, Caiyan Qin, Jiwei Wei, Yang Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Topology aware optimization of soft prompts
Zhenzhen Huang, Chaoning Zhang, Jiaquan Zhang, Songbo Zhang, Haoyu Bian, Yibei Liu, Guo Chen, Qigan Sun, Chenghao Li, Kuien Liu, Caiyan Qin, Yang Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Reasoning Chains through GANs and Textual Gradient Feedback
Chenghao Li, Chaoning Zhang, Jiaquan Zhang, Shuxu Chen, Haoyu Bian, Yibei Liu, Pengcheng Zheng, Xudong Wang, Kuien Liu, Caiyan Qin, Yang Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MemoryField: Exploiting Gravitational Field for Long-term Memory Management
Chenghao Li, Chaoning Zhang, Yi Lu, Xudong Wang, Qigan Sun, Jiaquan Zhang, Xinyu Zhang, Guoqing Wang, Choong Seon Hong, Tae-Ho Kim, Malu Zhang, Jiwei Wei, Yang Yang, Heng Tao Shen
- Submitted to ICLR 2026
- Readers: Everyone
Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models
Chenghao Li, Chaoning Zhang, Shuxu Chen, Qigan Sun, Xudong Wang, Jiaquan Zhang, Fachrina Dewi Puspitasari, Tae-Ho Kim, Jiwei Wei, Malu Zhang, Guoqing Wang, Yang Yang, Heng Tao Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain
Jiaquan Zhang, Chaoning Zhang, Shuxu Chen, Xudong Wang, Zhenzhen Huang, Pengcheng Zheng, Shuai Yuan, Sheng Zheng, Qigan Sun, Jie Zou, LIK-HANG LEE, Yang Yang
- ICLR 2026 Poster
- Readers: Everyone
Unlocking Coherent Reasoning in LLMs with Hierarchical Soft Prompts
Xudong Wang, Chaoning Zhang, Qigan Sun, Yitian Zhou, Jiehui Xie, Jiaquan Zhang, Chenghao Li, Pengcheng Zheng, Caiyan Qin, Guoqing Wang, Yang Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Efficient and Interpretable Multi-Agent LLM Routing via Ant Colony Optimization
Jiaquan Zhang, Xudong Wang, Chaoning Zhang, Chenghao Li, Qigan Sun, Sung-Ho Bae, Peng Wang, Ning Xie, Jie Zou, Yang Yang, Heng Tao Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Text summarization via global structure awareness
Jiaquan Zhang, Chaoning Zhang, Shuxu Chen, Yibei Liu, Chenghao Li, Qigan Sun, Shuai Yuan, Fachrina Dewi Puspitasari, Dongshen Han, Guoqing Wang, Sung-Ho Bae, Yang Yang
- ICLR 2026 Poster
- Readers: Everyone
RAG-FGO: Enhancing RAG with Fungal Growth Optimizer for LLM Agents
Qigan Sun, Xudong Wang, Chaoning Zhang, Chenghao Li, Jiaquan Zhang, Jiehui Xie, Sungyoung Lee, Jie Zou, Ning Xie, Peng Wang, Yang Yang, Heng Tao Shen
- Submitted to ICLR 2026
- Readers: Everyone

View all 11 publications

Co-Authors

View all 38 co-authors