Dynamic User Preference Tracking towards Long-Horizon Financial Advisory
Yimin Deng, et al. (2026). "Dynamic User Preference Tracking towards Long-Horizon Financial Advisory." Under review.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Enhancing Conversational Agents via Task-Oriented Adversarial Memory Adaptation
Yimin Deng, et al. (2026). "Enhancing Conversational Agents via Task-Oriented Adversarial Memory Adaptation." Under review.
Dynamic Multi-Path Retrieval for Knowledge-based Visual Question Answering
Yimin Deng, et al. (2026). "Dynamic Multi-Path Retrieval for Knowledge-based Visual Question Answering." IJCAI 2026.
SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering
Yimin Deng, et al. (2026). "SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering." ACL Findings 2026.
MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
Yimin Deng, et al. (2026). "MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning." ACL Findings 2026.
AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models
Yimin Deng, et al. (2026). "AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models." ACL Findings 2026.
AEGI: Anchor Event Guided Inference for TKGQA
Yimin Deng, et al. (2026). "AEGI: Anchor Event Guided Inference for TKGQA." PAKDD 2026.
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
Yimin Deng, et al. (2025). "A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs." ACL Findings 2025.
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery
Yimin Deng, et al. (2024). "Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery." EMNLP Findings 2024.
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams