Chen-Yu Lee

136 papers A* 19A 4B 7C 5Misc 1Journal 64Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
Co-RedTeam: Orchestrated Security Discovery and Exploitation with LLM Agents.
CoRR
Pengfei He, Ash Fox, Lesly Miculicich, Stefan Friedli, Daniel Fabian, Burak Gokturk, Jiliang Tang, Chen-Yu Lee, Tomas Pfister, Long T. Le
2026 J jnl
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey.
CoRR
Wei-Chieh Huang, Weizhi Zhang, Yueqing Liang, Yuanchen Bei, Yankai Chen, Tao Feng, Xinyu Pan, Zhen Tan, Yu Wang, Tianxin Wei, Shanglin Wu, Ruiyao Xu, Liangwei Yang, Rui Yang, Wooseong Yang, Chin-Yuan Yeh, Hanrong Zhang, Haozhen Zhang, Siqi Zhu, Henry Peng Zou, Wanjia Zhao, Song Wang, Wujiang Xu, Zixuan Ke, Zheng Hui, Dawei Li, Yaozu Wu, Langzhou He, Chen Wang, Xiongxiao Xu, Baixiang Huang, Juntao Tan, Shelby Heinecke, Huan Wang, Caiming Xiong, Ahmed A. Metwally, Jun Yan, Chen-Yu Lee, Hanqing Zeng, Yinglong Xia, Xiaokai Wei, Ali Payani, Yu Wang, Haitong Ma, Wenya Wang, Chenguang Wang, Yu Zhang, Xin Wang, Yongfeng Zhang, Jiaxuan You, Hanghang Tong, Xiao Luo, Xue Liu, Yizhou Sun, Wei Wang, Julian J. McAuley, James Zou, Jiawei Han, Philip S. Yu, Kai Shu
2026 — conf
SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback.
EACL (Findings)
Fangyuan Xu, Rujun Han, Yanfei Chen, Zifeng Wang, I-Hung Hsu, Jun Yan, Vishy Tirumalashetty, Eunsol Choi, Tomas Pfister, Chen-Yu Lee
2026 J jnl
SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback.
CoRR
Fangyuan Xu, Rujun Han, Yanfei Chen, Zifeng Wang, I-Hung Hsu, Jun Yan, Vishy Tirumalashetty, Eunsol Choi, Tomas Pfister, Chen-Yu Lee
2025 — conf
AI for Supply Chain: Today and Future.
KDD (2)
Ranak Roy Chowdhury, Yan Liu, Huiming Qu, Qingsong Wen, Chen-Yu Lee, Narendra Agrawal, Alexis Roos
2025 J jnl
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality.
CoRR
Shayne Longpre, Sneha Kudugunta, Niklas Muennighoff, I-Hung Hsu, Isaac Caswell, Alex Pentland, Sercan Ö. Arik, Chen-Yu Lee, Sayna Ebrahimi
2025 J jnl
Budget-Aware Tool-Use Enables Effective Agent Scaling.
CoRR
Tengxiao Liu, Zifeng Wang, Jin Miao, I-Hung Hsu, Jun Yan, Jiefeng Chen, Rujun Han, Fangyuan Xu, Yanfei Chen, Ke Jiang, Samira Daruki, Yi Liang, William Yang Wang, Tomas Pfister, Chen-Yu Lee
2025 J jnl
Deep Researcher with Test-Time Diffusion.
CoRR
Rujun Han, Yanfei Chen, Zoey CuiZhu, Lesly Miculicich, Guan Sun, Yuanjun Bi, Weiming Wen, Hui Wan, Chunfeng Wen, Solène Maître, George Lee, Vishy Tirumalashetty, Emily Xue, Zizhao Zhang, Salem Haykal, Burak Gokturk, Tomas Pfister, Chen-Yu Lee
2025 — conf
Exemplar Masking for Multimodal Incremental Learning.
CVPR Workshops
Yi-Lun Lee, Chen-Yu Lee, Wei-Chen Chiu, Yi-Hsuan Tsai
2025 J jnl
Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems.
CoRR
Shangbin Feng, Zifeng Wang, Palash Goyal, Yike Wang, Weijia Shi, Huang Xia, Hamid Palangi, Luke Zettlemoyer, Yulia Tsvetkov, Chen-Yu Lee, Tomas Pfister
2025 — conf
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents.
ACL (1)
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 J jnl
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents.
CoRR
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 — conf
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation.
ACL (1)
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 J jnl
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation.
CoRR
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 A* conf
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence.
ICML
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 A* conf
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving.
EMNLP
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 J jnl
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving.
CoRR
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 J jnl
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.
CoRR
Siru Ouyang, Jun Yan, I-Hung Hsu, Yanfei Chen, Ke Jiang, Zifeng Wang, Rujun Han, Long T. Le, Samira Daruki, Xiangru Tang, Vishy Tirumalashetty, George Lee, Mahsan Rofouei, Hangfei Lin, Jiawei Han, Chen-Yu Lee, Tomas Pfister
2025 — conf
Reverse Thinking Makes LLMs Stronger Reasoners.
NAACL (Long Papers)
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 A* conf
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling.
ICLR
Wenda Xu, Rujun Han, Zifeng Wang, Long T. Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister
2025 A* conf
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting.
ICLR
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 J jnl
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning.
CoRR
Yihe Deng, I-Hung Hsu, Jun Yan, Zifeng Wang, Rujun Han, Gufeng Zhang, Yanfei Chen, Wei Wang, Tomas Pfister, Chen-Yu Lee
2025 J jnl
Towards Compute-Optimal Many-Shot In-Context Learning.
CoRR
Shahriar Golchin, Yanfei Chen, Rujun Han, Manan Gandhi, Tianli Yu, Swaroop Mishra, Mihai Surdeanu, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister
2025 J jnl
Universal Model Routing for Efficient LLM Inference.
CoRR
Wittawat Jitkrittum, Harikrishna Narasimhan, Ankit Singh Rawat, Jeevesh Juneja, Zifeng Wang, Chen-Yu Lee, Pradeep Shenoy, Rina Panigrahy, Aditya Krishna Menon, Sanjiv Kumar
2025 J jnl
VISTA: A Test-Time Self-Improving Video Generation Agent.
CoRR
Do Xuan Long, Xingchen Wan, Hootan Nakhost, Chen-Yu Lee, Tomas Pfister, Sercan Ö. Arik
2025 J jnl
When One LLM Drools, Multi-LLM Collaboration Rules.
CoRR
Shangbin Feng, Wenxuan Ding, Alisa Liu, Zifeng Wang, Weijia Shi, Yike Wang, Zejiang Shen, Xiaochuang Han, Hunter Lang, Chen-Yu Lee, Tomas Pfister, Yejin Choi, Yulia Tsvetkov
2025 — conf
Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model.
NAACL (Long Papers)
Kuniaki Saito, Chen-Yu Lee, Kihyuk Sohn, Yoshitaka Ushiku
2024 — conf
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation.
ACL (Findings)
I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister
2024 J jnl
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation.
CoRR
I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister
2024 A* conf
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.
ICLR
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 J jnl
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.
CoRR
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 — conf
CodecLM: Aligning Language Models with Tailored Synthetic Data.
NAACL-HLT (Findings)
Zifeng Wang, Chun-Liang Li, Vincent Perot, Long T. Le, Jin Miao, Zizhao Zhang, Chen-Yu Lee, Tomas Pfister
2024 J jnl
CodecLM: Aligning Language Models with Tailored Synthetic Data.
CoRR
Zifeng Wang, Chun-Liang Li, Vincent Perot, Long T. Le, Jin Miao, Zizhao Zhang, Chen-Yu Lee, Tomas Pfister
2024 J jnl
Exemplar Masking for Multimodal Incremental Learning.
CoRR
Yi-Lun Lee, Chen-Yu Lee, Wei-Chen Chiu, Yi-Hsuan Tsai
2024 J jnl
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization.
CoRR
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 — conf
Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization.
ACL (Findings)
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 — conf
LMDX: Language Model-based Document Information Extraction and Localization.
ACL (Findings)
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 J jnl
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence.
CoRR
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
2024 — conf
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval.
EMNLP (Findings)
Yanfei Chen, Jinsung Yoon, Devendra Singh Sachan, Qingze Wang, Vincent Cohen-Addad, MohammadHossein Bateni, Chen-Yu Lee, Tomas Pfister
2024 J jnl
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval.
CoRR
Yanfei Chen, Jinsung Yoon, Devendra Singh Sachan, Qingze Wang, Vincent Cohen-Addad, MohammadHossein Bateni, Chen-Yu Lee, Tomas Pfister
2024 J jnl
Reverse Thinking Makes LLMs Stronger Reasoners.
CoRR
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
2024 J jnl
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling.
CoRR
Wenda Xu, Rujun Han, Zifeng Wang, Long T. Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister
2024 J jnl
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting.
CoRR
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
2024 A* conf
TableRAG: Million-Token Table Understanding with Language Models.
NeurIPS
Si-An Chen, Lesly Miculicich, Julian Eisenschlos, Zifeng Wang, Zilong Wang, Yanfei Chen, Yasuhisa Fujii, Hsuan-Tien Lin, Chen-Yu Lee, Tomas Pfister
2024 J jnl
TableRAG: Million-Token Table Understanding with Language Models.
CoRR
Si-An Chen, Lesly Miculicich, Julian Martin Eisenschlos, Zifeng Wang, Zilong Wang, Yanfei Chen, Yasuhisa Fujii, Hsuan-Tien Lin, Chen-Yu Lee, Tomas Pfister
2024 J jnl
Unsupervised LLM Adaptation for Question Answering.
CoRR
Kuniaki Saito, Kihyuk Sohn, Chen-Yu Lee, Yoshitaka Ushiku
2023 A conf
Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types.
WACV
Kihyuk Sohn, Jinsung Yoon, Chun-Liang Li, Chen-Yu Lee, Tomas Pfister
2023 B conf
Data Efficient Incremental Learning via Attentive Knowledge Replay.
SMC
Yi-Lun Lee, Dian-Shan Chen, Chen-Yu Lee, Yi-Hsuan Tsai, Wei-Chen Chiu
2023 — conf
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.
ACL (Findings)
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alex Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister
2023 J jnl
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.
CoRR
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alexander Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister
2023 — conf
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction.
ACL (1)
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 J jnl
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction.
CoRR
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
2023 A* conf
Multimodal Prompting with Missing Modalities for Visual Recognition.
CVPR
Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu, Chen-Yu Lee
2023 J jnl
Multimodal Prompting with Missing Modalities for Visual Recognition.
CoRR
Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu, Chen-Yu Lee
2023 A* conf
Neural Spline Search for Quantile Probabilistic Modeling.
AAAI
Ruoxi Sun, Chun-Liang Li, Sercan Ö. Arik, Michael W. Dusenberry, Chen-Yu Lee, Tomas Pfister
2023 J jnl
Neural Spline Search for Quantile Probabilistic Modeling.
CoRR
Ruoxi Sun, Chun-Liang Li, Sercan Ö. Arik, Michael W. Dusenberry, Chen-Yu Lee, Tomas Pfister
2023 A* conf
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval.
CVPR
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
2023 J jnl
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval.
CoRR
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
2023 A* conf
Prefix Conditioning Unifies Language and Label Supervision.
CVPR
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
2023 — conf
QueryForm: A Simple Zero-shot Form Entity Query Framework.
ACL (Findings)
Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer G. Dy, Vincent Perot, Tomas Pfister
2023 J jnl
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models.
CoRR
Cheng-Yu Hsieh, Si-An Chen, Chun-Liang Li, Yasuhisa Fujii, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister
2023 A conf
Unifying Distribution Alignment as a Loss for Imbalanced Semi-supervised Learning.
WACV
Justin Lazarow, Kihyuk Sohn, Chen-Yu Lee, Chun-Liang Li, Zizhao Zhang, Tomas Pfister
2023 A* conf
VRDU: A Benchmark for Visually-rich Document Understanding.
KDD
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
2022 J jnl
A Benchmark for Structured Extractions from Complex Documents.
CoRR
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
2022 — conf
DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning.
ECCV (26)
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
2022 J jnl
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning.
CoRR
Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
2022 — conf
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction.
ACL (1)
Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister
2022 J jnl
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction.
CoRR
Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister
2022 A* conf
Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts.
AAAI
Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister
2022 A* conf
Learning to Prompt for Continual Learning.
CVPR
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
2022 J jnl
Prefix Conditioning Unifies Language and Label Supervision.
CoRR
Kuniaki Saito, Kihyuk Sohn, Xiang Zhang, Chun-Liang Li, Chen-Yu Lee, Kate Saenko, Tomas Pfister
2022 J jnl
QueryForm: A Simple Zero-shot Form Entity Query Framework.
CoRR
Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer G. Dy, Vincent Perot, Tomas Pfister
2022 J jnl
Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection.
Trans. Mach. Learn. Res.
Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan Ö. Arik, Chen-Yu Lee, Tomas Pfister
2022 J jnl
Towards Group Robustness in the presence of Partial Group Labels.
CoRR
Vishnu Suresh Lokhande, Kihyuk Sohn, Jinsung Yoon, Madeleine Udell, Chen-Yu Lee, Tomas Pfister
2021 J jnl
Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types.
CoRR
Kihyuk Sohn, Jinsung Yoon, Chun-Liang Li, Chen-Yu Lee, Tomas Pfister
2021 J jnl
Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts.
CoRR
Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister
2021 J jnl
Learning to Prompt for Continual Learning.
CoRR
Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer G. Dy, Tomas Pfister
2021 — conf
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction.
ACL/IJCNLP (2)
Chen-Yu Lee, Chun-Liang Li, Chu Wang, Renshen Wang, Yasuhisa Fujii, Siyang Qin, Ashok C. Popat, Tomas Pfister
2021 J jnl
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction.
CoRR
Chen-Yu Lee, Chun-Liang Li, Chu Wang, Renshen Wang, Yasuhisa Fujii, Siyang Qin, Ashok C. Popat, Tomas Pfister
2021 J jnl
Self-Trained One-class Classification for Unsupervised Anomaly Detection.
CoRR
Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan Ö. Arik, Chen-Yu Lee, Tomas Pfister
2020 J jnl
A Simple Semi-Supervised Learning Framework for Object Detection.
CoRR
Kihyuk Sohn, Zizhao Zhang, Chun-Liang Li, Han Zhang, Chen-Yu Lee, Tomas Pfister
2020 A* conf
Learning to Branch for Multi-Task Learning.
ICML
Pengsheng Guo, Chen-Yu Lee, Daniel Ulbricht
2020 J jnl
Learning to Branch for Multi-Task Learning.
CoRR
Pengsheng Guo, Chen-Yu Lee, Daniel Ulbricht
2019 A* conf
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation.
CVPR
Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht
2019 J jnl
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation.
CoRR
Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht
2018 J jnl
Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree.
IEEE Trans. Pattern Anal. Mach. Intell.
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
2018 A* conf
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks.
ICML
Zhao Chen, Vijay Badrinarayanan, Chen-Yu Lee, Andrew Rabinovich
2017 — conf
A Many-Objective Evolutionary Algorithm with Reference Point-Based and Vector Angle-Based Selection.
ICGEC
Chen-Yu Lee, Jia-Fong Yeh, Tsung-Che Chiang
2017 — conf
Adaptive Multiobjective Differential Evolution Algorithms for Environmental/Economic Dispatch.
IIAI-AAI
Zhong-Yi Lin, Tsung-Che Chiang, Chen-Yu Lee
2017 J jnl
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks.
CoRR
Zhao Chen, Vijay Badrinarayanan, Chen-Yu Lee, Andrew Rabinovich
2017 A* conf
RoomNet: End-to-End Room Layout Estimation.
ICCV
Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich
2017 J jnl
RoomNet: End-to-End Room Layout Estimation.
CoRR
Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich
2016 — —
Enhanced Convolutional Neural Networks and Their Application to Photo Optical Character Recognition.
Chen-Yu Lee
2016 A conf
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree.
AISTATS
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
2016 A* conf
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild.
CVPR
Chen-Yu Lee, Simon Osindero
2016 J jnl
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild.
CoRR
Chen-Yu Lee, Simon Osindero
2015 J jnl
A Content Creation and Protection Scheme for Medical Images.
CoRR
Chen-Yu Lee, Deng-Jyi Chen
2015 J jnl
A cost-effective and real-time QoE evaluation method for multimedia streaming services.
Telecommun. Syst.
Mingfu Li, Chen-Yu Lee
2015 A conf
Deeply-Supervised Nets.
AISTATS
Chen-Yu Lee, Saining Xie, Patrick W. Gallagher, Zhengyou Zhang, Zhuowen Tu
2015 J jnl
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree.
CoRR
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
2015 — conf
Ontology of Secure Service Level Agreement.
HASE
Chen-Yu Lee, Krishna M. Kavi, Raymond A. Paul, Mahadevan Gomathisankaran
2015 J jnl
Optimus: Framework of Vulnerabilities, Attacks, Defenses and SLA Ontologies.
Int. J. Next Gener. Comput.
Chen-Yu Lee, Patrick Kamongi, Krishna Kavi, Mahadevan Gomathisankaran
2015 C conf
The Development of a Game-Based Formative Assessment Mathematical Algebra Tutorial App.
ICCE
Gwo-Haur Hwang, Chen-Yu Lee, Ting-Huan Kuo
2015 J jnl
Tracking Epithelial Cell Junctions in C. elegans Embryogenesis With Active Contours Guided by SIFT Flow.
IEEE Trans. Biomed. Eng.
Sukryool Kang, Chen-Yu Lee, Monira Goncalves, Andrew D. Chisholm, Pamela C. Cosman
2015 J jnl
Training Deeper Convolutional Networks with Deep Supervision.
CoRR
Liwei Wang, Chen-Yu Lee, Zhuowen Tu, Svetlana Lazebnik
2014 — conf
Automated cell junction tracking with modified active contours guided by SIFT flow.
ISBI
Chen-Yu Lee, Sukryool Kang, Andrew D. Chisholm, Pamela C. Cosman
2014 J jnl
Deeply-Supervised Nets.
CoRR
Chen-Yu Lee, Saining Xie, Patrick W. Gallagher, Zhengyou Zhang, Zhuowen Tu
2014 A* conf
Region-Based Discriminative Feature Pooling for Scene Text Recognition.
CVPR
Chen-Yu Lee, Anurag Bhardwaj, Wei Di, Vignesh Jagadeesh, Robinson Piramuthu
2014 — conf
Removing rain and snow in a single image using saturation and visibility features.
ICME Workshops
Soo-Chang Pei, Yu-Tai Tsai, Chen-Yu Lee
2013 — conf
Bi-directional and targeted AMI: Reference model based on internet-of-things.
ISCE
Hsiang-Yuan Hsueh, Chen-Yu Lee, Wen-Chiuan Liao, Ko-Li Kan
2013 C conf
Development and Evaluation of a Problem Solving Oriented Game-Based Learning System.
ICCE
Hsin-Yi Liang, Song-Yu Mei, Yu-Syuan Wang, Jhih-Liang Jiang, Gwo-Haur Hwang, Chen-Yu Lee
2013 J jnl
Finding Near-Optimum Message Scheduling Settings for SHA-256 Variants Using Genetic Algorithms.
J. Inf. Sci. Eng.
Chu-Hsing Lin, Chen-Yu Lee, Krishna M. Kavi, Deng-Jyi Chen, Yi-Shiung Yeh
2013 C conf
Using Augmented Reality to Assist an Interactive Multi-Language Learning System in an Elementary School.
ICCE
Gwo-Haur Hwang, Chen-Yu Lee, Hen-Lin Hwang, Guan-Lin Huang, Jheng-Yi Lin, Junjie Cai
2012 C conf
The Impact of Prior Knowledge and Level of Effort on the Learning Effectiveness of Subjects Using Game-Based and Traditional Certification Tutorial System.
ICCE
Gwo-Haur Hwang, Chen-Yu Lee, Tsung-Yen Chuang, Wei-Fang Tseng
2011 — conf
Generalized secure hash algorithm: SHA-X.
EUROCON
Chu-Hsing Lin, Yi-Shiung Yeh, Shih-Pei Chien, Chen-Yu Lee, Hung-Sheng Chien
2011 J jnl
Modified Autonomous Key Management Scheme with Reduced Communication/Computation Costs in MANET.
Comput. Informatics
Chu-Hsing Lin, Chen-Yu Lee, Deng-Jyi Chen
2011 C conf
Ontology-Driven E-Learning System for Automated Personalized Learning Service.
ICCE
Bert Chen, Chen-Yu Lee, I-Chang Tsai
2011 — conf
Unseen Visible Watermarking for Gray Level Images Based on Gamma Correction.
FGIT-FGCN (1)
Chu-Hsing Lin, Chen-Yu Lee, Shu-Yuan Lu, Shih-Pei Chien
2011 — conf
Visible Watermarking Based on Multi-parameters Adjustable Gamma Correction.
FGIT-FGCN (1)
Chu-Hsing Lin, Chen-Yu Lee, Tzu-Chien Yang, Shin-Pin Lai
2010 Misc conf
Modified Autonomous Key Management Scheme with Reduced Communication/Computation Costs in MANET.
CISIS
Chu-Hsing Lin, Chen-Yu Lee
2009 — conf
Investigations of Factors Affecting the Genetic Algorithm for Shortest Driving Time.
SoCPaR
Chu-Hsing Lin, Chen-Yu Lee, Jung-Chun Liu, Hao-Tian Zuo
2008 B conf
A Learning Content Adaptation Tool with Templates for Different Handhelds.
AINA
Hsuan-Pu Chang, Jason C. Hung, Chun-Chia Wang, Meng-Ting Weng, Timothy K. Shih, Chen-Yu Lee
2008 — conf
A Semiautomatic Content Adaptation Authoring Tool for Mobile Learning.
ICWL
Hsuan-Pu Chang, Chun-Chia Wang, Timothy K. Shih, Louis R. Chao, Shu-Wei Yeh, Chen-Yu Lee
2008 B conf
Combine Personal Blog Functionalities with LMS Using Tools Interoperability Architecture.
AINA
Jui-Hung Chen, Timothy K. Shih, Chun-Chia Wang, Shu-Wei Yeh, Chen-Yu Lee
2008 J jnl
Erratum to "The conflict detection and resolution in knowledge merging for image annotation" [Information Processing and Management 42 (2006) 1030-1055].
Inf. Process. Manag.
Chen-Yu Lee, Von-Wun Soo
2007 B conf
Product Outsourcing under Uncertainty: an Application of Fuzzy Real Option Approach.
FUZZ-IEEE
Jao-Hong Cheng, Chen-Yu Lee
2006 B conf
Using Fuzzy Analytical Hierarchy Process for Multi-criteria Evaluation Model of High-yield Bonds Investment.
FUZZ-IEEE
Jao-Hong Cheng, Cheng-Wei Chen, Chen-Yu Lee
2005 — conf
Modeling Annotators to Improve Semantic Annotation and Retrieval of Images.
IAT
Chen-Yu Lee, Von-Wun Soo
2005 — conf
Ontology-based information retrieval and extraction.
ITRE
Chen-Yu Lee, Von-Wun Soo
2004 B conf
An Image Annotation Guide Agent.
PRIMA
Chen-Yu Lee, Von-Wun Soo, Yi-Ting Fu
2004 — conf
How to annotate an image?: the need of an image annotation guide agent.
JCDL
Chen-Yu Lee, Von-Wun Soo, Yi-Ting Fu
2003 — conf
Automated Semantic Annotation and Retrieval Based on Sharable Ontology and Case-Based Learning Techniques.
JCDL
Von-Wun Soo, Chen-Yu Lee, Chung-Cheng Li, Shu Lei Chen, Ching-Chih Chen
2002 — conf
A Software Protection System for Internet Commerce.
IEEE Pacific Rim Conference on Multimedia
Chu-Hsing Lin, Chen-Yu Lee
2002 — conf
Using sharable ontology to retrieve historical images.
JCDL
Von-Wun Soo, Chen-Yu Lee, Jaw Jium Yeh, Ching-Chih Chen
2001 B conf
Gaz-Guide: Agent-Mediated Information Retrieval for Official Gazettes.
PRIMA
Jyi-Shane Liu, Von-Wun Soo, Chia-Ning Chiang, Chen-Yu Lee, Chun-Yu Lin
1995 J jnl
An O(log n) Parallel Algorithm for Constructing a Spanning Tree on Permutation Graphs.
Inf. Process. Lett.
Yue-Li Wang, Hon-Chan Chen, Chen-Yu Lee