Yuanchun Li
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Application Areas
(4)
Learning Types
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
representation learning
(1)
inference efficiency
(1)
catastrophic forgetting
(1)
question answering
(1)
empirical study
(1)
out-of-distribution generalization
(1)
feature representation
(1)
resource allocation
(1)
mixture of expert
(1)
memory optimization
(1)
throughput optimization
(1)
edge computing
(1)
inference optimization
(1)
continual learning
(1)
retrieval-augmented generation
(1)
multi-hop reasoning
(1)
reasoning ability
(1)
video analytics
(1)
unsupervised learning
(1)
Papers
Benchmarking LLM’s Capability in Reasoning over Conflicting Web References
ACL 2026
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision
ACL 2026
An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint
EMNLP 2025
GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration
CVPR 2025
Region-based Content Enhancement for Efficient Video Analytics at the Edge
NSDI 2025
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget
ACL 2024
Representational Continuity for Unsupervised Continual Learning
ICLR 2022