Chen-Yu Lee

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 59

Top Venues

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

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
LMDX: Language Model-based Document Information Extraction and Localization. ACL (Findings) (2024)
I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation. CoRR (2024)
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
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting. CoRR (2024)
Kuniaki Saito, Kihyuk Sohn, Chen-Yu Lee, Yoshitaka Ushiku
Unsupervised LLM Adaptation for Question Answering. CoRR (2024)
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
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization. CoRR (2024)
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
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding. ICLR (2024)
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
Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization. ACL (Findings) (2024)
Zifeng Wang, Chun-Liang Li, Vincent Perot, Long T. Le, Jin Miao, Zizhao Zhang, Chen-Yu Lee, Tomas Pfister
CodecLM: Aligning Language Models with Tailored Synthetic Data. CoRR (2024)
I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation. ACL (Findings) (2024)
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
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding. CoRR (2024)
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alex Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes. ACL (Findings) (2023)
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval. CVPR (2023)
Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu, Chen-Yu Lee
Multimodal Prompting with Missing Modalities for Visual Recognition. CoRR (2023)
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval. CoRR (2023)
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
Prefix Conditioning Unifies Language and Label Supervision. CVPR (2023)
Cheng-Yu Hsieh, Si-An Chen, Chun-Liang Li, Yasuhisa Fujii, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models. CoRR (2023)
Chen-Yu Lee, Chun-Liang Li, Hao Zhang, Timothy Dozat, Vincent Perot, Guolong Su, Xiang Zhang, Kihyuk Sohn, Nikolai Glushnev, Renshen Wang, Joshua Ainslie, Shangbang Long, Siyang Qin, Yasuhisa Fujii, Nan Hua, Tomas Pfister
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction. CoRR (2023)
Kihyuk Sohn, Jinsung Yoon, Chun-Liang Li, Chen-Yu Lee, Tomas Pfister
Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types. WACV (2023)
Yi-Lun Lee, Dian-Shan Chen, Chen-Yu Lee, Yi-Hsuan Tsai, Wei-Chen Chiu
Data Efficient Incremental Learning via Attentive Knowledge Replay. SMC (2023)
Ruoxi Sun, Chun-Liang Li, Sercan Ö. Arik, Michael W. Dusenberry, Chen-Yu Lee, Tomas Pfister
Neural Spline Search for Quantile Probabilistic Modeling. CoRR (2023)
Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer G. Dy, Vincent Perot, Tomas Pfister
QueryForm: A Simple Zero-shot Form Entity Query Framework. ACL (Findings) (2023)
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alexander Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes. CoRR (2023)
Ruoxi Sun, Chun-Liang Li, Sercan Ö. Arik, Michael W. Dusenberry, Chen-Yu Lee, Tomas Pfister
Neural Spline Search for Quantile Probabilistic Modeling. AAAI (2023)
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
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction. ACL (1) (2023)
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
VRDU: A Benchmark for Visually-rich Document Understanding. KDD (2023)
Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu, Chen-Yu Lee
Multimodal Prompting with Missing Modalities for Visual Recognition. CVPR (2023)
Justin Lazarow, Kihyuk Sohn, Chen-Yu Lee, Chun-Liang Li, Zizhao Zhang, Tomas Pfister
Unifying Distribution Alignment as a Loss for Imbalanced Semi-supervised Learning. WACV (2023)
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning. CoRR (2022)
Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister
Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts. AAAI (2022)
Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer G. Dy, Vincent Perot, Tomas Pfister
QueryForm: A Simple Zero-shot Form Entity Query Framework. CoRR (2022)
Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction. CoRR (2022)
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning. ECCV (26) (2022)
Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan Ö. Arik, Chen-Yu Lee, Tomas Pfister
Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection. Trans. Mach. Learn. Res. 2022 (2022)
Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction. ACL (1) (2022)
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
A Benchmark for Structured Extractions from Complex Documents. CoRR (2022)
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
Prefix Conditioning Unifies Language and Label Supervision. CoRR (2022)
Vishnu Suresh Lokhande, Kihyuk Sohn, Jinsung Yoon, Madeleine Udell, Chen-Yu Lee, Tomas Pfister
Towards Group Robustness in the presence of Partial Group Labels. CoRR (2022)
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
Learning to Prompt for Continual Learning. CVPR (2022)
Kihyuk Sohn, Jinsung Yoon, Chun-Liang Li, Chen-Yu Lee, Tomas Pfister
Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types. CoRR (2021)
Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister
Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts. CoRR (2021)
Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan Ö. Arik, Chen-Yu Lee, Tomas Pfister
Self-Trained One-class Classification for Unsupervised Anomaly Detection. CoRR (2021)
Chen-Yu Lee, Chun-Liang Li, Chu Wang, Renshen Wang, Yasuhisa Fujii, Siyang Qin, Ashok C. Popat, Tomas Pfister
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction. CoRR (2021)
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
Learning to Prompt for Continual Learning. CoRR (2021)
Chen-Yu Lee, Chun-Liang Li, Chu Wang, Renshen Wang, Yasuhisa Fujii, Siyang Qin, Ashok C. Popat, Tomas Pfister
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction. ACL/IJCNLP (2) (2021)
Kihyuk Sohn, Zizhao Zhang, Chun-Liang Li, Han Zhang, Chen-Yu Lee, Tomas Pfister
A Simple Semi-Supervised Learning Framework for Object Detection. CoRR (2020)
Pengsheng Guo, Chen-Yu Lee, Daniel Ulbricht
Learning to Branch for Multi-Task Learning. ICML (2020)
Pengsheng Guo, Chen-Yu Lee, Daniel Ulbricht
Learning to Branch for Multi-Task Learning. CoRR (2020)
Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation. CoRR (2019)
Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation. CVPR (2019)
Zhao Chen, Vijay Badrinarayanan, Chen-Yu Lee, Andrew Rabinovich
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks. ICML (2018)
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree. IEEE Trans. Pattern Anal. Mach. Intell. 40 (4) (2018)
Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich
RoomNet: End-to-End Room Layout Estimation. CoRR (2017)
Zhong-Yi Lin, Tsung-Che Chiang, Chen-Yu Lee
Adaptive Multiobjective Differential Evolution Algorithms for Environmental/Economic Dispatch. IIAI-AAI (2017)
Chen-Yu Lee, Jia-Fong Yeh, Tsung-Che Chiang
A Many-Objective Evolutionary Algorithm with Reference Point-Based and Vector Angle-Based Selection. ICGEC (2017)
Zhao Chen, Vijay Badrinarayanan, Chen-Yu Lee, Andrew Rabinovich
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks. CoRR (2017)
Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich
RoomNet: End-to-End Room Layout Estimation. ICCV (2017)
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree. AISTATS (2016)
Chen-Yu Lee, Simon Osindero
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild. CoRR (2016)
Chen-Yu Lee, Simon Osindero
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild. CVPR (2016)
Sukryool Kang, Chen-Yu Lee, Monira Goncalves, Andrew D. Chisholm, Pamela C. Cosman
Tracking Epithelial Cell Junctions in C. elegans Embryogenesis With Active Contours Guided by SIFT Flow. IEEE Trans. Biomed. Eng. 62 (4) (2015)
Chen-Yu Lee, Patrick Kamongi, Krishna Kavi, Mahadevan Gomathisankaran
Optimus: Framework of Vulnerabilities, Attacks, Defenses and SLA Ontologies. Int. J. Next Gener. Comput. 6 (1) (2015)
Chen-Yu Lee, Krishna M. Kavi, Raymond A. Paul, Mahadevan Gomathisankaran
Ontology of Secure Service Level Agreement. HASE (2015)
Mingfu Li, Chen-Yu Lee
A cost-effective and real-time QoE evaluation method for multimedia streaming services. Telecommun. Syst. 59 (3) (2015)
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree. CoRR (2015)
Chen-Yu Lee, Saining Xie, Patrick W. Gallagher, Zhengyou Zhang, Zhuowen Tu
Deeply-Supervised Nets. AISTATS (2015)
Chen-Yu Lee, Deng-Jyi Chen
A Content Creation and Protection Scheme for Medical Images. CoRR (2015)
Liwei Wang, Chen-Yu Lee, Zhuowen Tu, Svetlana Lazebnik
Training Deeper Convolutional Networks with Deep Supervision. CoRR (2015)
Chen-Yu Lee, Sukryool Kang, Andrew D. Chisholm, Pamela C. Cosman
Automated cell junction tracking with modified active contours guided by SIFT flow. ISBI (2014)
Soo-Chang Pei, Yu-Tai Tsai, Chen-Yu Lee
Removing rain and snow in a single image using saturation and visibility features. ICME Workshops (2014)
Chen-Yu Lee, Saining Xie, Patrick W. Gallagher, Zhengyou Zhang, Zhuowen Tu
Deeply-Supervised Nets. CoRR (2014)
Chen-Yu Lee, Anurag Bhardwaj, Wei Di, Vignesh Jagadeesh, Robinson Piramuthu
Region-Based Discriminative Feature Pooling for Scene Text Recognition. CVPR (2014)
Chu-Hsing Lin, Chen-Yu Lee, Krishna M. Kavi, Deng-Jyi Chen, Yi-Shiung Yeh
Finding Near-Optimum Message Scheduling Settings for SHA-256 Variants Using Genetic Algorithms. J. Inf. Sci. Eng. 29 (5) (2013)
Hsiang-Yuan Hsueh, Chen-Yu Lee, Wen-Chiuan Liao, Ko-Li Kan
Bi-directional and targeted AMI: Reference model based on internet-of-things. ISCE (2013)
Chu-Hsing Lin, Chen-Yu Lee, Tzu-Chien Yang, Shin-Pin Lai
Visible Watermarking Based on Multi-parameters Adjustable Gamma Correction. FGIT-FGCN (1) (2011)
Chu-Hsing Lin, Yi-Shiung Yeh, Shih-Pei Chien, Chen-Yu Lee, Hung-Sheng Chien
Generalized secure hash algorithm: SHA-X. EUROCON (2011)
Chu-Hsing Lin, Chen-Yu Lee, Deng-Jyi Chen
Modified Autonomous Key Management Scheme with Reduced Communication/Computation Costs in MANET. Comput. Informatics 30 (6) (2011)
Chu-Hsing Lin, Chen-Yu Lee, Shu-Yuan Lu, Shih-Pei Chien
Unseen Visible Watermarking for Gray Level Images Based on Gamma Correction. FGIT-FGCN (1) (2011)
Chu-Hsing Lin, Chen-Yu Lee
Modified Autonomous Key Management Scheme with Reduced Communication/Computation Costs in MANET. CISIS (2010)
Chu-Hsing Lin, Chen-Yu Lee, Jung-Chun Liu, Hao-Tian Zuo
Investigations of Factors Affecting the Genetic Algorithm for Shortest Driving Time. SoCPaR (2009)
Hsuan-Pu Chang, Jason C. Hung, Chun-Chia Wang, Meng-Ting Weng, Timothy K. Shih, Chen-Yu Lee
A Learning Content Adaptation Tool with Templates for Different Handhelds. AINA (2008)
Chen-Yu Lee, Von-Wun Soo
Erratum to "The conflict detection and resolution in knowledge merging for image annotation" [Information Processing and Management 42 (2006) 1030-1055]. Inf. Process. Manag. 44 (1) (2008)
Jui-Hung Chen, Timothy K. Shih, Chun-Chia Wang, Shu-Wei Yeh, Chen-Yu Lee
Combine Personal Blog Functionalities with LMS Using Tools Interoperability Architecture. AINA (2008)
Hsuan-Pu Chang, Chun-Chia Wang, Timothy K. Shih, Louis R. Chao, Shu-Wei Yeh, Chen-Yu Lee
A Semiautomatic Content Adaptation Authoring Tool for Mobile Learning. ICWL (2008)
Jao-Hong Cheng, Chen-Yu Lee
Product Outsourcing under Uncertainty: an Application of Fuzzy Real Option Approach. FUZZ-IEEE (2007)
Jao-Hong Cheng, Cheng-Wei Chen, Chen-Yu Lee
Using Fuzzy Analytical Hierarchy Process for Multi-criteria Evaluation Model of High-yield Bonds Investment. FUZZ-IEEE (2006)
Chen-Yu Lee, Von-Wun Soo
Modeling Annotators to Improve Semantic Annotation and Retrieval of Images. IAT (2005)
Chen-Yu Lee, Von-Wun Soo
Ontology-based information retrieval and extraction. ITRE (2005)
Chen-Yu Lee, Von-Wun Soo, Yi-Ting Fu
An Image Annotation Guide Agent. PRIMA (2004)
Chen-Yu Lee, Von-Wun Soo, Yi-Ting Fu
How to annotate an image?: the need of an image annotation guide agent. JCDL (2004)
Von-Wun Soo, Chen-Yu Lee, Chung-Cheng Li, Shu Lei Chen, Ching-chih Chen
Automated Semantic Annotation and Retrieval Based on Sharable Ontology and Case-Based Learning Techniques. JCDL (2003)
Chu-Hsing Lin, Chen-Yu Lee
A Software Protection System for Internet Commerce. IEEE Pacific Rim Conference on Multimedia (2002)
Von-Wun Soo, Chen-Yu Lee, Jaw Jium Yeh, Ching-chih Chen
Using sharable ontology to retrieve historical images. JCDL (2002)
Jyi-Shane Liu, Von-Wun Soo, Chia-Ning Chiang, Chen-Yu Lee, Chun-Yu Lin
Gaz-Guide: Agent-Mediated Information Retrieval for Official Gazettes. PRIMA (2001)
Yue-Li Wang, Hon-Chan Chen, Chen-Yu Lee
An O(log n) Parallel Algorithm for Constructing a Spanning Tree on Permutation Graphs. Inf. Process. Lett. 56 (2) (1995)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chen-Yu Lee