CV

PhD

The Chinese University of Hong Kong

System Engineering and Engineering Management (Minor in NLP)

• Supervisor: Prof. Kam-Fai Wong (MoE Lab)
• Research focus: memory-augmented dialogue systems, long-term memory in LLM agents

M.Eng.

Southeast University

Computer Science & Engineering (Minor in NLP)

• Supervisor: Prof. Gao Zhiqiang (Atur Lab)

B.Eng.

Southeast University

Computer Science & Engineering (Minor in Software Engineering)

• Artificial Intelligence
• Machine Learning
• Algorithm Analysis and Design
• Natural Language Processing

Research Intern

Huawei, Noah's Ark Lab

Mentor: Baojun Wang.

• Temporal Reasoning: developed an RL framework to improve temporal reasoning for LLM agents.

Visiting Researcher

The University of Edinburgh, Informatics Forum

Supervisor: Prof. Jeff Z. Pan.

• Personal Agent: explore parametric memory and contextual memory in personal assistants.

Research Intern

SenseTime

Mentor: Fei Tan.

• Data Selection: explore high-quality multi-turn dialogues for SFT and RL training.
• Multi-turn Dialogue System: developed a noise-robust SFT pipeline for Edge LLMs.

Visiting Researcher

Huawei, Noah's Ark Lab

Mentor: Baojun Wang.

• Memory in LLM Dialogue System: led the creation of a memory-based LLM dialogue system with RAG framework and FAISS vector databases.

PhD Student

The Chinese University of Hong Kong, MoE Lab

Supervisor: Prof. Kam-Fai Wong.

• Memory-Augmented Agents: novel long-term memory agent with Retrieval-Augmented Generation (RAG) and Reinforcement Learning under multi-session dialogues.

Research Assistant

City University of Hong Kong, Web Mining Lab

Supervisor: Prof. Liu Xiaofan.

• Sentence Classification: developed the DPCIPI model based on DNABERT for viral gene similarity evaluation.

Research Experience

Imperial College London

Supervisor: Prof. Lucia Specia.

• Sentiment Classification: news headline sentiment analysis using BERT.

Master Student

Southeast University, Atur Lab

Supervisor: Prof. Gao Zhiqiang.

• Text Generation: research on middle-representation language Pseudo-SQL to generate comparative questions.

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models

arXiv:2605.14906

Ren, X., Wang, Z., Du, Y., Xie, Z., Liu, C., Yang, X., Feng, H., Pan, W., Zheng, T., Xu, B., Li, Z., Song, Y., Wong, G., See, S.

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents

AAAI 2026 (Oral, Co-first author)

Du, Y.* (co-first), Wang, B.*, He, Y., Liang, B., Wang, B., Li, Z., Gui, L., Pan, J.Z., Xu, R., Wong, K.-F.

MEMORY-T1: Reinforcement Learning for Temporal Reasoning in Multi-Session Agents

ICLR 2026

Du, Y. (first author), Wang, B., Xiang, Y., Wang, Z., Huang, W., Xue, B., Liang, B., Zeng, X., Bai, H., Mi, F., Shang, L., Pan, J.Z., Jiang, Y., Wong, K.-F.

A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models

ACL 2025 Findings

Xue, B., Wang, H., Wang, R., Wang, S., Wang, Z., Du, Y., Wong, K.-F.

Fine-tuning after Prompting: an Explainable Way for Classification

ARR Oct 2025 (under review)

Zhao, Z.*, Zhang, S.*, Du, Y., Liang, B., Wang, B., Li, Z., Li, B., Wong, K.-F.

A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation

AAAI 2025 (Co-first author)

Wang, B.*, Du, Y.*, Liang, B., Bai, Z., Wang, B., Xu, R., Wong, K.-F.

Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions

arXiv (under review)

Du, Y.* (co-first), Huang, W.*, Zheng, D.*, Wang, Z., Montella, S., Lapata, M., Wong, K.-F., Pan, J.Z. — comprehensive survey on memory in AI.

Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework

EMNLP 2025 (Oral)

Ke, C., Du, Y., Liang, B., Yifan, X., Gui, L., Li, Z., Wang, B., Yu, Y., Wang, H., Wong, K.-F., Xu, R.

ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning

EMNLP 2025

Du, Y. (first author), Xiang, Y., Liang, B., Lin, D., Wong, K.-F., Tan, F.

M3SUM: A Novel Unsupervised Language-Guided Video Summarization

ICASSP 2024

Wang, H.*, Zhou, B.*, Zhang, Z., Du, Y., Ho, D., Wong, K.-F.

PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering

ACL-SIGHAN 2024 (Best Paper)

Du, Y. (first author), Wang, H., Zhao, Z., Liang, B., Wang, B., Zhong, W., Wang, Z., Wong, K.-F.

UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation

ACL 2023

Mao, Z., Wang, H., Du, Y., Wong, K.-F.

A Survey of the Evolution of Language Model-Based Dialogue Systems

Under review

Wang, H., Wang, L., Du, Y., Chen, L., Zhou, J., Wang, Y., Wong, K.-F.

Overseas Research Attachment Programme (ORAP) Award

CUHK

1st Place, Jiangsu Postgraduate Mathematical Modeling Scientific Research Innovation Practice Competition

Jiangsu Province

Excellent Scholarships

Shenzhen Stock Exchange, Southeast University, Huawei, Keyuan Automation

1st Place, Chinese Undergraduate Computer Design Contest

China

Meritorious Winner, Mathematical Contest in Modeling (MCM)

COMAP

Human-like Memory Integration for Dialogue System

• Tech: Python

Multi-model Summarization System

• Tech: Java, Python