Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery
Published in EMNLP Findings 2024, 2024
First author.
Recommended citation: Yimin Deng, et al. (2024). "Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery." EMNLP Findings 2024.
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
Published in ACL Findings 2025, 2025
First author.
Recommended citation: Yimin Deng, et al. (2025). "A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs." ACL Findings 2025.
AEGI: Anchor Event Guided Inference for TKGQA
Published in PAKDD 2026, 2026
Co-first author. Oral presentation.
Recommended citation: Yimin Deng, et al. (2026). "AEGI: Anchor Event Guided Inference for TKGQA." PAKDD 2026.
AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models
Published in ACL Findings 2026, 2026
First author.
Recommended citation: Yimin Deng, et al. (2026). "AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models." ACL Findings 2026.
MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
Published in ACL Findings 2026, 2026
First author.
Recommended citation: Yimin Deng, et al. (2026). "MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning." ACL Findings 2026.
SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering
Published in ACL Findings 2026, 2026
Co-first author.
Recommended citation: Yimin Deng, et al. (2026). "SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering." ACL Findings 2026.
Dynamic Multi-Path Retrieval for Knowledge-based Visual Question Answering
Published in IJCAI 2026, 2026
Co-first author.
Recommended citation: Yimin Deng, et al. (2026). "Dynamic Multi-Path Retrieval for Knowledge-based Visual Question Answering." IJCAI 2026.
Enhancing Conversational Agents via Task-Oriented Adversarial Memory Adaptation
Under review, 2026
First author.
Recommended citation: Yimin Deng, et al. (2026). "Enhancing Conversational Agents via Task-Oriented Adversarial Memory Adaptation." Under review.
Dynamic User Preference Tracking towards Long-Horizon Financial Advisory
Under review, 2026
First author.
Recommended citation: Yimin Deng, et al. (2026). "Dynamic User Preference Tracking towards Long-Horizon Financial Advisory." Under review.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.