Yusheng Liao
15 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34) 🤝 Dynamic Duo (15)
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Keyword Collector
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Century Club · Bronze
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Prolific Year · Productive
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Research topics
Artificial Intelligence
(12)
Core AI
(11)
Machine Learning
(9)
Natural Language Processing
(8)
Deep Learning
(7)
Learning Types · Deep Learning
(6)
Application Areas
(5)
Learning Types · Machine Learning
(5)
Applications
(4)
Learning Paradigms
(4)
Generation
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Optimization & Theory
(2)
Keywords
large language model
(5)
knowledge distillation
(2)
contrastive learning
(2)
retrieval-augmented generation
(2)
sequence-level distillation
(2)
domain adaptation
(1)
domain generalization
(1)
catastrophic forgetting
(1)
factual accuracy
(1)
knowledge base
(1)
temporal reasoning
(1)
question answering
(1)
chain-of-thought reasoning
(1)
neural machine translation
(1)
autoregressive transformer
(1)
model merging
(1)
automatic speech recognition
(1)
preference learning
(1)
visual reasoning
(1)
factual knowledge
(1)
Papers
MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision
AAAI 2026
SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning
ACL 2026
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning
EMNLP 2025
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction
EMNLP 2025
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
EMNLP 2025
EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge
ACL 2025
Fine-tuning with Reserved Majority for Noise Reduction
ICLR 2025
ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents
ACL 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
ACL 2025
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation
EMNLP 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception
ACL 2024
RA2FD: Distilling Faithfulness into Efficient Dialogue Systems
EMNLP 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners
NeurIPS 2024
Contrastive Learning Based ASR Robust Knowledge Selection For Spoken Dialogue System
Interspeech 2023
Self-Improvement of Non-autoregressive Model via Sequence-Level Distillation
EMNLP 2023