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Chen-Yu Lee

40 papers · 2014–2026 · 14 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ 🌍 Conference Polyglot (13) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) πŸƒ Academic Marathon (11)
πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer πŸƒ Academic Marathon (11) 🀝 Dynamic Duo (27) πŸ† Grand Slam 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter ⚑ Prolific Year (7) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (182) πŸ’Ž Century Club (38) πŸ”₯ Unstoppable (12)

Conferences

ACL (11) CVPR (7) ICLR (3) ICML (3) NAACL (3) AAAI (2) AISTATS (2) EMNLP (2) WACV (2) EACL (1) ECCV (1) ICCV (1) IJCNLP (1) NIPS (1)

Papers

When One LLM Drools, Multi-LLM Collaboration Rules ACL 2026 SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback EACL 2026 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 Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model NAACL 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 Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence ICML 2025 In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents ACL 2025 TableRAG: Million-Token Table Understanding with Language Models NIPS 2024 CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024 Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization ACL 2024 LMDX: Language Model-based Document Information Extraction and Localization ACL 2024 Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval EMNLP 2024 Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding ICLR 2024 CodecLM: Aligning Language Models with Tailored Synthetic Data NAACL 2024 Neural Spline Search for Quantile Probabilistic Modeling AAAI 2023 Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023 QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023 Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023 Multimodal Prompting With Missing Modalities for Visual Recognition CVPR 2023 FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023 Unifying Distribution Alignment as a Loss for Imbalanced Semi-Supervised Learning WACV 2023 Anomaly Clustering: Grouping Images Into Coherent Clusters of Anomaly Types WACV 2023 Prefix Conditioning Unifies Language and Label Supervision CVPR 2023 FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022 DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning ECCV 2022 Learning To Prompt for Continual Learning CVPR 2022 Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts AAAI 2022 ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction IJCNLP 2021 ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction ACL 2021 Learning to Branch for Multi-Task Learning ICML 2020 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018 RoomNet: End-To-End Room Layout Estimation ICCV 2017 Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree AISTATS 2016 Recursive Recurrent Nets With Attention Modeling for OCR in the Wild CVPR 2016 Deeply-Supervised Nets AISTATS 2015 Region-based Discriminative Feature Pooling for Scene Text Recognition CVPR 2014