Cheng-Yu Hsieh

According to our database, Cheng-Yu Hsieh authored at least 25 papers between 2003 and 2023.

Collaborative distances:

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

2023

Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity.

Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Mykola Pechenizkiy, Yi Liang, Zhangyang Wang, Shiwei Liu

CoRR, 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

SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality.

Cheng-Yu Hsieh, Jieyu Zhang, Zixian Ma, Aniruddha Kembhavi, Ranjay Krishna

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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

2022

Nemo: Guiding and Contextualizing Weak Supervision for Interactive Data Programming.

Cheng-Yu Hsieh, Jieyu Zhang, Alexander J. Ratner

Proc. VLDB Endow., 2022

A linear-time algorithm for weighted paired-domination on block graphs.

Ching-Chi Lin, Cheng-Yu Hsieh, Ta-Yu Mu

J. Comb. Optim., 2022

A Survey on Programmatic Weak Supervision.

Jieyu Zhang, Cheng-Yu Hsieh, Yue Yu, Chao Zhang, Alexander Ratner

CoRR, 2022

Understanding Programmatic Weak Supervision via Source-aware Influence Function.

Jieyu Zhang, Haonan Wang, Cheng-Yu Hsieh, Alexander J. Ratner

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Summit-assisted Evolutionary Multitasking.

Cheng-Yu Hsieh, Rung-Tzuo Liaw

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Active Refinement for Multi-Label Learning: A Pseudo-Label Approach.

Cheng-Yu Hsieh, Wei-I Lin, Miao Xu, Gang Niu, Hsuan-Tien Lin, Masashi Sugiyama

CoRR, 2021

Evaluations and Methods for Explanation through Robustness Analysis.

Cheng-Yu Hsieh, Chih-Kuan Yeh, Xuanqing Liu, Pradeep Kumar Ravikumar, Seungyeon Kim, Sanjiv Kumar, Cho-Jui Hsieh

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Computing Urban Fabric of a Historical Town.

Naai-Jung Shih, Cheng-Yu Hsieh, Yi Chen, Pei-Huang Diao

Proceedings of 35th International Conference on Computers and Their Applications, 2020

2019

How Sensitive are Sensitivity-Based Explanations?

Chih-Kuan Yeh, Cheng-Yu Hsieh, Arun Sai Suggala, David I. Inouye, Pradeep Ravikumar

CoRR, 2019

On the (In)fidelity and Sensitivity of Explanations.

Chih-Kuan Yeh, Cheng-Yu Hsieh, Arun Sai Suggala, David I. Inouye, Pradeep Ravikumar

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Automatic Bridge Bidding Using Deep Reinforcement Learning.

Chih-Kuan Yeh, Cheng-Yu Hsieh, Hsuan-Tien Lin

IEEE Trans. Games, 2018

A Deep Model With Local Surrogate Loss for General Cost-Sensitive Multi-Label Learning.

Cheng-Yu Hsieh, Yi-An Lin, Hsuan-Tien Lin

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

A Linear-Time Algorithm for the Weighted Paired-Domination Problem on Block Graphs.

Ching-Chi Lin, Cheng-Yu Hsieh

CoRR, 2016

2013

Efficient Video Stream Monitoring for Near-Duplicate Detection and Localization in a Large-Scale Repository.

Chih-Yi Chiu, Tsung-Han Tsai, Guei-Wun Han, Cheng-Yu Hsieh, Sheng-Yang Li

ACM Trans. Inf. Syst., 2013

Efficient video segment matching for detecting temporal-based video copies.

Chih-Yi Chiu, Tsung-Han Tsai, Cheng-Yu Hsieh

Neurocomputing, 2013

Egg Pair - A hearing game for the visually impaired people using RFID.

Yi-Chia Lee, Chia-Yu Yao, Cheng-Yu Hsieh, Jau-Yi Wu, Yi-Hsuan Hsieh, Chien-Hsiung Chen, Rung-Huei Liang, Ya-Shu Chen

Proceedings of the IEEE International Symposium on Consumer Electronics, 2013

2012

Video Query Reformulation for Near-Duplicate Detection.

Chih-Yi Chiu, Sheng-Yang Li, Cheng-Yu Hsieh

IEEE Trans. Inf. Forensics Secur., 2012

Scalable near-duplicate video stream monitoring.

Chih-Yi Chiu, Tsung-Han Tsai, Cheng-Yu Hsieh

Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2012

2011

Design and implementation of dynamic charging plan for IMS-based multicast services.

Sok-Ian Sou, Cheng-Yu Hsieh, Fen-Yen Lee, Yu-Fu Lin, Jeu-Yih Jeng, Chien-Wei Cheng

Proceedings of the 13th Asia-Pacific Network Operations and Management Symposium, 2011

2007

All-optical multicast routing in sparse splitting WDM networks.

Cheng-Yu Hsieh, Wanjiun Liao

IEEE J. Sel. Areas Commun., 2007

2003

All Optical Multicast Routing in Sparse-Splitting Optical Networks.

Cheng-Yu Hsieh, Wanjiun Liao

Proceedings of the 28th Annual IEEE Conference on Local Computer Networks (LCN 2003), 2003