Yilong Lai
7 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Cross-Pollinator (15)
β‘
Prolific Year
(6)
Conferences
COLING (4)
ACL (2)
EMNLP (1)
Top co-authors
Keywords
large language model
(3)
conversational search
(2)
sentiment bia
(2)
query reformulation
(2)
opinion summarization
(2)
visual reasoning
(1)
monte carlo tree search
(1)
disentangled representation
(1)
tree search
(1)
variational autoencoder
(1)
reward model
(1)
memory optimization
(1)
inference optimization
(1)
large vision-language model
(1)
inference acceleration
(1)
kv cache
(1)
multimodal reasoning
(1)
speculative decoding
(1)
key-value cache
(1)
gpu memory
(1)
Papers
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding
COLING 2025
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation
ACL 2025
AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation
EMNLP 2025
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism
ACL 2025
LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization
COLING 2025
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment
COLING 2025
Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods
COLING 2024