Yilong Lai

7 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) ⚡ Prolific Year · Productive

Venues

COLING (4) ACL (2) EMNLP (1)

Top co-authors

Deyu Zhou (6) Zhenglin Wang (5) Jialong Wu (4) Yulan He (3) Congzhi Zhang (3) Yanyue Zhang (2) Haowen Sun (2) Pengfei Li (2) Fei Ma (1) Heng Chang (1)

Research topics

Machine Learning (6) Artificial Intelligence (4) Core AI (4) Application Areas (3) Optimization & Theory · Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Learning Types (2) Optimization & Theory · Deep Learning (2) Core Methods (1) Generation (1) Resources & Methods (1)

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

AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment COLING 2025 AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation EMNLP 2025 LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization COLING 2025 SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation ACL 2025 SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding COLING 2025 VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ACL 2025 Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods COLING 2024