Yusheng Liao
15 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (5)
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Interdisciplinary Bridge
π§
Keyword Pioneer
π€
Dynamic Duo
(13)
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Prolific Year
(7)
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Keyword Collector
(68)
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Century Club
(13)
Conferences
EMNLP (6)
ACL (5)
AAAI (1)
ICLR (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
large language model
(5)
sequence-level distillation
(2)
retrieval-augmented generation
(2)
knowledge distillation
(2)
contrastive learning
(2)
domain generalization
(1)
autoregressive transformer
(1)
continual learning
(1)
preference learning
(1)
benchmark evaluation
(1)
factual accuracy
(1)
temporal reasoning
(1)
question answering
(1)
chain-of-thought reasoning
(1)
visual reasoning
(1)
visual perception
(1)
factual knowledge
(1)
automatic speech recognition
(1)
knowledge base
(1)
neural machine translation
(1)
Papers
SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning
ACL 2026
MedSΒ³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision
AAAI 2026
Fine-tuning with Reserved Majority for Noise Reduction
ICLR 2025
EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge
ACL 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
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
EMNLP 2025
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction
EMNLP 2025
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning
EMNLP 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
NIPS 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