Long Le

12 papers · 2020–2026 · 6 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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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (35) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint

🤝 Dynamic Duo (10) 🌈 Renaissance Researcher (7) ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (67)

Venues

ACL (4) ICLR (3) NAACL (2) CVPR (1) EMNLP (1) NeurIPS (1)

Top co-authors

Tomas Pfister (10) Zifeng Wang (9) Chen-Yu Lee (9) Hamid Palangi (4) Swaroop Mishra (3) Chun-Liang Li (3) I-Hung Hsu (3) Vincent Perot (3) Yanfei Chen (3) Rujun Han (3)

Research topics

Artificial Intelligence (9) Core AI (7) Deep Learning (5) Machine Learning (5) Natural Language Processing (5) Learning Types (4) Computer Vision (2) Application Areas (2) Applications (2) Core Methods (2) Generation (2) Learning Paradigms (2) Models (2) Resources & Methods (2) Computer Science (1)

Keywords

knowledge distillation (5) retrieval-augmented generation (3) large language model (3) robotic manipulation (1) flow matching (1) text generation (1) fact verification (1) preference optimization (1) document understanding (1) instruction following (1) language model (1) instruction tuning (1) sequence learning (1) generative model (1) probabilistic model (1) information retrieval (1) synthetic data (1) vision-language model (1) supervised fine-tuning (1) automated planning (1)

Papers

UniPixie: Unified and Probabilistic 3D Physics Learning via Flow Matching CVPR 2026 Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model ICLR 2025 In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents ACL 2025 Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation ACL 2025 PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving EMNLP 2025 Reverse Thinking Makes LLMs Stronger Reasoners NAACL 2025 Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling ICLR 2025 Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting ICLR 2025 CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024 CodecLM: Aligning Language Models with Tailored Synthetic Data NAACL 2024 Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization ACL 2024 Interpretable Sequence Learning for Covid-19 Forecasting NeurIPS 2020