Jia-Nan Li

3 papers · 2024–2026 · 2 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 (11)

Venues

ACL (2) NeurIPS (1)

Top co-authors

Wei Wu (2) Jian Guan (2) Rui Yan (2) Junfei Wu (1) Quan Tu (1) Songhao Wu (1) Jianan Li (1) Zhengtao Yu (1) Cunli Mao (1) Ji-Rong Wen (1)

Research topics

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

Keywords

large language model (3) attention mechanism (1) preference alignment (1) computational complexity (1) memory efficiency (1) language model (1) human value (1) long context (1) dialogue compression (1) conversational attention sink (1) context reconstruction (1) dialogue history (1) user preference (1) dialogue system (1) user adaptation (1) context compression (1) personalized alignment (1) attention sink (1) persona representation (1) ethical alignment (1)

Papers

From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment ACL 2026 A Survey on Personalized Alignment—The Missing Piece for Large Language Models in Real-World Applications ACL 2025 StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NeurIPS 2024