Chen-Yu Lee
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
52
Venues
18
Active years
2001–2026
Best venue rank
A*
Where they publish
Papers
52 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | When One LLM Drools, Multi-LLM Collaboration Rules. | Shangbin Feng, Wenxuan Ding, Alisa Liu, Zifeng Wang, Weijia Shi, Yike Wang, Shannon Zejiang Shen, Xiaochuang Han, Hunter Lang, Chen-Yu Lee, Tomas Pfister, Yejin Choi, Yulia Tsvetkov |
| 2026 | EACL | SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback. | Fangyuan Xu, Rujun Han, Yanfei Chen, Zifeng Wang, I-Hung Hsu, Jun Yan, Vishy Tirumalashetty, Eunsol Choi, Tomas Pfister, Chen-Yu Lee |
| 2025 | ACL | In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents. | Zhen Tan, Jun Yan, I-Hung Hsu, Rujun Han, Zifeng Wang, Long T. Le, Yiwen Song, Yanfei Chen, Hamid Palangi, George Lee, Anand Rajan Iyer, Tianlong Chen, Huan Liu, Chen-Yu Lee, Tomas Pfister |
| 2025 | ACL | Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation. | Fan Yin, Zifeng Wang, I-Hung Hsu, Jun Yan, Ke Jiang, Yanfei Chen, Jindong Gu, Long T. Le, Kai-Wei Chang, Chen-Yu Lee, Hamid Palangi, Tomas Pfister |
| 2025 | CVPR | Exemplar Masking for Multimodal Incremental Learning. | Yi-Lun Lee, Chen-Yu Lee, Wei-Chen Chiu, Yi-Hsuan Tsai |
| 2025 | EMNLP | PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving. | Mihir Parmar, Xin Liu, Palash Goyal, Yanfei Chen, Long T. Le, Swaroop Mishra, Hossein Mobahi, Jindong Gu, Zifeng Wang, Hootan Nakhost, Chitta Baral, Chen-Yu Lee, Tomas Pfister, Hamid Palangi |
| 2025 | ICLR | Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting. | Zilong Wang, Zifeng Wang, Long T. Le, Huaixiu Steven Zheng, Swaroop Mishra, Vincent Perot, Yuwei Zhang, Anush Mattapalli, Ankur Taly, Jingbo Shang, Chen-Yu Lee, Tomas Pfister |
| 2025 | ICLR | Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling. | Wenda Xu, Rujun Han, Zifeng Wang, Long T. Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister |
| 2025 | ICML | Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence. | Shangbin Feng, Zifeng Wang, Yike Wang, Sayna Ebrahimi, Hamid Palangi, Lesly Miculicich, Achin Kulshrestha, Nathalie Rauschmayr, Yejin Choi, Yulia Tsvetkov, Chen-Yu Lee, Tomas Pfister |
| 2025 | KDD | AI for Supply Chain: Today and Future. | Ranak Roy Chowdhury, Yan Liu, Huiming Qu, Qingsong Wen, Chen-Yu Lee, Narendra Agrawal, Alexis Roos |
| 2025 | NAACL | Reverse Thinking Makes LLMs Stronger Reasoners. | Justin Chih-Yao Chen, Zifeng Wang, Hamid Palangi, Rujun Han, Sayna Ebrahimi, Long T. Le, Vincent Perot, Swaroop Mishra, Mohit Bansal, Chen-Yu Lee, Tomas Pfister |
| 2025 | NAACL | Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model. | Kuniaki Saito, Chen-Yu Lee, Kihyuk Sohn, Yoshitaka Ushiku |
| 2024 | ACL | Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization. | Cheng-Yu Hsieh, Yung-Sung Chuang, Chun-Liang Li, Zifeng Wang, Long T. Le, Abhishek Kumar, James R. Glass, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister |
| 2024 | ACL | CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation. | I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister |
| 2024 | ACL | LMDX: Language Model-based Document Information Extraction and Localization. | Vincent Perot, Kai Kang, Florian Luisier, Guolong Su, Xiaoyu Sun, Ramya Sree Boppana, Zilong Wang, Zifeng Wang, Jiaqi Mu, Hao Zhang, Chen-Yu Lee, Nan Hua |
| 2024 | EMNLP | Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval. | Yanfei Chen, Jinsung Yoon, Devendra Singh Sachan, Qingze Wang, Vincent Cohen-Addad, MohammadHossein Bateni, Chen-Yu Lee, Tomas Pfister |
| 2024 | ICLR | Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding. | Zilong Wang, Hao Zhang, Chun-Liang Li, Julian Martin Eisenschlos, Vincent Perot, Zifeng Wang, Lesly Miculicich, Yasuhisa Fujii, Jingbo Shang, Chen-Yu Lee, Tomas Pfister |
| 2024 | NAACL | CodecLM: Aligning Language Models with Tailored Synthetic Data. | Zifeng Wang, Chun-Liang Li, Vincent Perot, Long T. Le, Jin Miao, Zizhao Zhang, Chen-Yu Lee, Tomas Pfister |
| 2023 | AAAI | Neural Spline Search for Quantile Probabilistic Modeling. | Ruoxi Sun, Chun-Liang Li, Sercan . Arik, Michael W. Dusenberry, Chen-Yu Lee, Tomas Pfister |
| 2023 | ACL | QueryForm: A Simple Zero-shot Form Entity Query Framework. | Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer G. Dy, Vincent Perot, Tomas Pfister |
| 2023 | ACL | Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes. | Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alex Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister |
| 2023 | ACL | FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction. | Chen-Yu Lee, Chun-Liang Li, Hao Zhang, Timothy Dozat, Vincent Perot, Guolong Su, Xiang Zhang, Kihyuk Sohn, Nikolay Glushnev, Renshen Wang, Joshua Ainslie, Shangbang Long, Siyang Qin, Yasuhisa Fujii, Nan Hua, Tomas Pfister |
| 2023 | CVPR | Multimodal Prompting with Missing Modalities for Visual Recognition. | Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu, Chen-Yu Lee |
| 2023 | CVPR | Prefix Conditioning Unifies Language and Label Supervision. | Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister |
| 2023 | CVPR | Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval. | Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister |
| 2023 | KDD | VRDU: A Benchmark for Visually-rich Document Understanding. | Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata |
| 2023 | SMC | Data Efficient Incremental Learning via Attentive Knowledge Replay. | Yi-Lun Lee, Dian-Shan Chen, Chen-Yu Lee, Yi-Hsuan Tsai, Wei-Chen Chiu |
| 2023 | WACV | Unifying Distribution Alignment as a Loss for Imbalanced Semi-supervised Learning. | Justin Lazarow, Kihyuk Sohn, Chen-Yu Lee, Chun-Liang Li, Zizhao Zhang, Tomas Pfister |
| 2023 | WACV | Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types. | Kihyuk Sohn, Jinsung Yoon, Chun-Liang Li, Chen-Yu Lee, Tomas Pfister |
| 2022 | AAAI | Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts. | Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister |
| 2022 | ACL | FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction. | Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister |
| 2022 | CVPR | Learning to Prompt for Continual Learning. | Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister |
| 2022 | ECCV | DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning. | Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister |
| 2021 | ACL | ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction. | Chen-Yu Lee, Chun-Liang Li, Chu Wang, Renshen Wang, Yasuhisa Fujii, Siyang Qin, Ashok C. Popat, Tomas Pfister |
| 2020 | ICML | Learning to Branch for Multi-Task Learning. | Pengsheng Guo, Chen-Yu Lee, Daniel Ulbricht |
| 2019 | CVPR | Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation. | Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht |
| 2018 | ICML | GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks. | Zhao Chen, Vijay Badrinarayanan, Chen-Yu Lee, Andrew Rabinovich |
| 2017 | ICCV | RoomNet: End-to-End Room Layout Estimation. | Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich |
| 2016 | AISTATS | Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree. | Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu |
| 2016 | CVPR | Recursive Recurrent Nets with Attention Modeling for OCR in the Wild. | Chen-Yu Lee, Simon Osindero |
| 2015 | AISTATS | Deeply-Supervised Nets. | Chen-Yu Lee, Saining Xie, Patrick W. Gallagher, Zhengyou Zhang, Zhuowen Tu |
| 2015 | ICCE | The Development of a Game-Based Formative Assessment Mathematical Algebra Tutorial App. | Gwo-Haur Hwang, Chen-Yu Lee, Ting-Huan Kuo |
| 2014 | CVPR | Region-Based Discriminative Feature Pooling for Scene Text Recognition. | Chen-Yu Lee, Anurag Bhardwaj, Wei Di, Vignesh Jagadeesh, Robinson Piramuthu |
| 2013 | ICCE | Using Augmented Reality to Assist an Interactive Multi-Language Learning System in an Elementary School. | Gwo-Haur Hwang, Chen-Yu Lee, Hen-Lin Hwang, Guan-Lin Huang, Jheng-Yi Lin, Junjie Cai |
| 2013 | ICCE | Development and Evaluation of a Problem Solving Oriented Game-Based Learning System. | Hsin-Yi Liang, Song-Yu Mei, Yu-Syuan Wang, Jhih-Liang Jiang, Gwo-Haur Hwang, Chen-Yu Lee |
| 2012 | ICCE | The Impact of Prior Knowledge and Level of Effort on the Learning Effectiveness of Subjects Using Game-Based and Traditional Certification Tutorial System. | Gwo-Haur Hwang, Chen-Yu Lee, Tsung-Yen Chuang, Wei-Fang Tseng |
| 2011 | ICCE | Ontology-Driven E-Learning System for Automated Personalized Learning Service. | Bert Chen, Chen-Yu Lee, I-Chang Tsai |
| 2010 | CISIS | Modified Autonomous Key Management Scheme with Reduced Communication/Computation Costs in MANET. | Chu-Hsing Lin, Chen-Yu Lee |
| 2008 | AINA | A Learning Content Adaptation Tool with Templates for Different Handhelds. | Hsuan-Pu Chang, Jason C. Hung, Chun-Chia Wang, Meng-Ting Weng, Timothy K. Shih, Chen-Yu Lee |
| 2008 | AINA | Combine Personal Blog Functionalities with LMS Using Tools Interoperability Architecture. | Jui-Hung Chen, Timothy K. Shih, Chun-Chia Wang, Shu-Wei Yeh, Chen-Yu Lee |
| 2004 | PRIMA | An Image Annotation Guide Agent. | Chen-Yu Lee, Von-Wun Soo, Yi-Ting Fu |
| 2001 | PRIMA | Gaz-Guide: Agent-Mediated Information Retrieval for Official Gazettes. | Jyi-Shane Liu, Von-Wun Soo, Chia-Ning Chiang, Chen-Yu Lee, Chun-Yu Lin |