Xudong Wang

PhD student, Kyung Hee University

Joined

March 2025

Names

Xudong Wang (Preferred)

Emails

****@khu.ac.kr (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

PhD student

Kyung Hee University (khu.ac.kr)

2025 – Present

Undergrad student

Department of Computer Science and Engineering, Kyung Hee University (khu.ac.kr)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Chaoning Zhang

Present

Coauthor

Chenghao Li

Present

Expertise

Deep learning

Present

Computer vision

Present

Large language model

Present

Publications

MemoGraph: Augmenting LLMs with Explicit Episodic Memory for Multi-step Mathematical Reasoning
Yutong Li, Yitian Zhou, Guo Chen, Xudong Wang, Chenghao Li, Chaoning Zhang
- ICLR 2026 Workshop MemAgents
- Readers: Everyone
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- ICLR 2026 Conference Withdrawn Submission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
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- ICLR 2026 Conference Withdrawn Submission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- ICLR 2026 Conference Withdrawn Submission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
Topological Retrieval-Augmented Generation via Intersecting Evidence Paths
Pengcheng Zheng, GuoHui Li, Chaoning Zhang, Xudong Wang, Qigan Sun, Wang Liu, Dongshen Han, Caiyan Qin, Jiwei Wei, Yang Yang
- Submitted to ICLR 2026
- 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
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

Co-Authors

View all 37 co-authors