Chen-Yu Lee

According to our database, Chen-Yu Lee authored at least 78 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Exemplar Masking for Multimodal Incremental Learning.

Yi-Lun Lee, Chen-Yu Lee, Wei-Chen Chiu, Yi-Hsuan Tsai

CoRR, 2024

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

CoRR, 2024

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

CoRR, 2024

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

CoRR, 2024

TableRAG: Million-Token Table Understanding with Language Models.

Si-An Chen, Lesly Miculicich, Julian Martin Eisenschlos, Zifeng Wang, Zilong Wang, Yanfei Chen, Yasuhisa Fujii, Hsuan-Tien Lin, Chen-Yu Lee, Tomas Pfister

CoRR, 2024

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

CoRR, 2024

Unsupervised LLM Adaptation for Question Answering.

Kuniaki Saito, Kihyuk Sohn, Chen-Yu Lee, Yoshitaka Ushiku

CoRR, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models.

Cheng-Yu Hsieh, Si-An Chen, Chun-Liang Li, Yasuhisa Fujii, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister

CoRR, 2023

Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types.

Kihyuk Sohn, Jinsung Yoon, Chun-Liang Li, Chen-Yu Lee, Tomas Pfister

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Data Efficient Incremental Learning via Attentive Knowledge Replay.

Yi-Lun Lee, Dian-Shan Chen, Chen-Yu Lee, Yi-Hsuan Tsai, Wei-Chen Chiu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

VRDU: A Benchmark for Visually-rich Document Understanding.

Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Prefix Conditioning Unifies Language and Label Supervision.

Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multimodal Prompting with Missing Modalities for Visual Recognition.

Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu, Chen-Yu Lee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Neural Spline Search for Quantile Probabilistic Modeling.

Ruoxi Sun, Chun-Liang Li, Sercan Ö. Arik, Michael W. Dusenberry, Chen-Yu Lee, Tomas Pfister

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection.

Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan Ö. Arik, Chen-Yu Lee, Tomas Pfister

Trans. Mach. Learn. Res., 2022

A Benchmark for Structured Extractions from Complex Documents.

Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata

CoRR, 2022

Towards Group Robustness in the presence of Partial Group Labels.

Vishnu Suresh Lokhande, Kihyuk Sohn, Jinsung Yoon, Madeleine Udell, Chen-Yu Lee, Tomas Pfister

CoRR, 2022

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

Proceedings of the Computer Vision - ECCV 2022, 2022

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Self-Trained One-class Classification for Unsupervised Anomaly Detection.

Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan Ö. Arik, Chen-Yu Lee, Tomas Pfister

CoRR, 2021

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

A Simple Semi-Supervised Learning Framework for Object Detection.

Kihyuk Sohn, Zizhao Zhang, Chun-Liang Li, Han Zhang, Chen-Yu Lee, Tomas Pfister

CoRR, 2020

Learning to Branch for Multi-Task Learning.

Pengsheng Guo, Chen-Yu Lee, Daniel Ulbricht

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation.

Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree.

Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu

IEEE Trans. Pattern Anal. Mach. Intell., 2018

GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks.

Zhao Chen, Vijay Badrinarayanan, Chen-Yu Lee, Andrew Rabinovich

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Adaptive Multiobjective Differential Evolution Algorithms for Environmental/Economic Dispatch.

Zhong-Yi Lin, Tsung-Che Chiang, Chen-Yu Lee

Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

A Many-Objective Evolutionary Algorithm with Reference Point-Based and Vector Angle-Based Selection.

Chen-Yu Lee, Jia-Fong Yeh, Tsung-Che Chiang

Proceedings of the Genetic and Evolutionary Computing, 2017

RoomNet: End-to-End Room Layout Estimation.

Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Enhanced Convolutional Neural Networks and Their Application to Photo Optical Character Recognition.

Chen-Yu Lee

PhD thesis, 2016

Recursive Recurrent Nets with Attention Modeling for OCR in the Wild.

Chen-Yu Lee, Simon Osindero

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree.

Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

A cost-effective and real-time QoE evaluation method for multimedia streaming services.

Mingfu Li, Chen-Yu Lee

Telecommun. Syst., 2015

Tracking Epithelial Cell Junctions in C. elegans Embryogenesis With Active Contours Guided by SIFT Flow.

Sukryool Kang, Chen-Yu Lee, Monira Goncalves, Andrew D. Chisholm, Pamela C. Cosman

IEEE Trans. Biomed. Eng., 2015

Optimus: Framework of Vulnerabilities, Attacks, Defenses and SLA Ontologies.

Chen-Yu Lee, Patrick Kamongi, Krishna Kavi, Mahadevan Gomathisankaran

Int. J. Next Gener. Comput., 2015

Training Deeper Convolutional Networks with Deep Supervision.

Liwei Wang, Chen-Yu Lee, Zhuowen Tu, Svetlana Lazebnik

CoRR, 2015

A Content Creation and Protection Scheme for Medical Images.

Chen-Yu Lee, Deng-Jyi Chen

CoRR, 2015

Ontology of Secure Service Level Agreement.

Chen-Yu Lee, Krishna M. Kavi, Raymond A. Paul, Mahadevan Gomathisankaran

Proceedings of the 16th IEEE International Symposium on High Assurance Systems Engineering, 2015

Deeply-Supervised Nets.

Chen-Yu Lee, Saining Xie, Patrick W. Gallagher, Zhengyou Zhang, Zhuowen Tu

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Automated cell junction tracking with modified active contours guided by SIFT flow.

Chen-Yu Lee, Sukryool Kang, Andrew D. Chisholm, Pamela C. Cosman

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Removing rain and snow in a single image using saturation and visibility features.

Soo-Chang Pei, Yu-Tai Tsai, Chen-Yu Lee

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Region-Based Discriminative Feature Pooling for Scene Text Recognition.

Chen-Yu Lee, Anurag Bhardwaj, Wei Di, Vignesh Jagadeesh, Robinson Piramuthu

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Finding Near-Optimum Message Scheduling Settings for SHA-256 Variants Using Genetic Algorithms.

Chu-Hsing Lin, Chen-Yu Lee, Krishna M. Kavi, Deng-Jyi Chen, Yi-Shiung Yeh

J. Inf. Sci. Eng., 2013

Bi-directional and targeted AMI: Reference model based on internet-of-things.

Hsiang-Yuan Hsueh, Chen-Yu Lee, Wen-Chiuan Liao, Ko-Li Kan

Proceedings of the IEEE International Symposium on Consumer Electronics, 2013

2011

Modified Autonomous Key Management Scheme with Reduced Communication/Computation Costs in MANET.

Chu-Hsing Lin, Chen-Yu Lee, Deng-Jyi Chen

Comput. Informatics, 2011

Visible Watermarking Based on Multi-parameters Adjustable Gamma Correction.

Chu-Hsing Lin, Chen-Yu Lee, Tzu-Chien Yang, Shin-Pin Lai

Proceedings of the Communication and Networking, 2011

Unseen Visible Watermarking for Gray Level Images Based on Gamma Correction.

Chu-Hsing Lin, Chen-Yu Lee, Shu-Yuan Lu, Shih-Pei Chien

Proceedings of the Communication and Networking, 2011

Generalized secure hash algorithm: SHA-X.

Chu-Hsing Lin, Yi-Shiung Yeh, Shih-Pei Chien, Chen-Yu Lee, Hung-Sheng Chien

Proceedings of EUROCON 2011, 2011

2010

Modified Autonomous Key Management Scheme with Reduced Communication/Computation Costs in MANET.

Chu-Hsing Lin, Chen-Yu Lee

Proceedings of the CISIS 2010, 2010

2009

Investigations of Factors Affecting the Genetic Algorithm for Shortest Driving Time.

Chu-Hsing Lin, Chen-Yu Lee, Jung-Chun Liu, Hao-Tian Zuo

Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

2008

Erratum to "The conflict detection and resolution in knowledge merging for image annotation" [Information Processing and Management 42 (2006) 1030-1055].

Chen-Yu Lee, Von-Wun Soo

Inf. Process. Manag., 2008

A Semiautomatic Content Adaptation Authoring Tool for Mobile Learning.

Hsuan-Pu Chang, Chun-Chia Wang, Timothy K. Shih, Louis R. Chao, Shu-Wei Yeh, Chen-Yu Lee

Proceedings of the Advances in Web Based Learning, 2008

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

Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

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

Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

2007

Product Outsourcing under Uncertainty: an Application of Fuzzy Real Option Approach.

Jao-Hong Cheng, Chen-Yu Lee

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Using Fuzzy Analytical Hierarchy Process for Multi-criteria Evaluation Model of High-yield Bonds Investment.

Jao-Hong Cheng, Cheng-Wei Chen, Chen-Yu Lee

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005

Ontology-based information retrieval and extraction.

Chen-Yu Lee, Von-Wun Soo

Proceedings of the ITRE 2005, 2005

Modeling Annotators to Improve Semantic Annotation and Retrieval of Images.

Chen-Yu Lee, Von-Wun Soo

Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

2004

An Image Annotation Guide Agent.

Chen-Yu Lee, Von-Wun Soo, Yi-Ting Fu

Proceedings of the Intelligent Agents and Multi-Agent Systems, 2004

How to annotate an image?: the need of an image annotation guide agent.

Chen-Yu Lee, Von-Wun Soo, Yi-Ting Fu

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

2003

Automated Semantic Annotation and Retrieval Based on Sharable Ontology and Case-Based Learning Techniques.

Von-Wun Soo, Chen-Yu Lee, Chung-Cheng Li, Shu Lei Chen, Ching-chih Chen

Proceedings of the ACM/IEEE 2003 Joint Conference on Digital Libraries (JCDL 2003), 2003

2002

A Software Protection System for Internet Commerce.

Chu-Hsing Lin, Chen-Yu Lee

Proceedings of the Advances in Multimedia Information Processing, 2002

Using sharable ontology to retrieve historical images.

Von-Wun Soo, Chen-Yu Lee, Jaw Jium Yeh, Ching-chih Chen

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

2001

Gaz-Guide: Agent-Mediated Information Retrieval for Official Gazettes.

Jyi-Shane Liu, Von-Wun Soo, Chia-Ning Chiang, Chen-Yu Lee, Chun-Yu Lin

Proceedings of the Intelligent Agents: Specification, 2001

1995

An O(log n) Parallel Algorithm for Constructing a Spanning Tree on Permutation Graphs.

Yue-Li Wang, Hon-Chan Chen, Chen-Yu Lee

Inf. Process. Lett., 1995