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Cheng-Yu Hsieh

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

16

Venues

11

Active years

2003–2025

Best venue rank

A*

Where they publish

Papers

16 indexed papers, newest first.

YearVenueTitleAuthors
2025CVPRPerception Tokens Enhance Visual Reasoning in Multimodal Language Models.Mahtab Bigverdi, Zelun Luo, Cheng-Yu Hsieh, Ethan Shen, Dongping Chen, Linda G. Shapiro, Ranjay Krishna
2025CVPRNVILA: Efficient Frontier Visual Language Models.Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Haotian Tang, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Jinyi Hu, Sifei Liu, Ranjay Krishna, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu
2025CVPRSynthetic Visual Genome.Jae Sung Park, Zixian Ma, Linjie Li, Chenhao Zheng, Cheng-Yu Hsieh, Ximing Lu, Khyathi Raghavi Chandu, Quan Kong, Norimasa Kobori, Ali Farhadi, Yejin Choi, Ranjay Krishna
2025CVPRRealEdit: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations.Peter V. Sushko, Ayana Bharadwaj, Zhi Yang Lim, Vasily Ilin, Ben Caffee, Dongping Chen, Mohammadreza Salehi, Cheng-Yu Hsieh, Ranjay Krishna
2024ACLFound 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
2024ECCVThe Hard Positive Truth About Vision-Language Compositionality.Amita Kamath, Cheng-Yu Hsieh, Kai-Wei Chang, Ranjay Krishna
2024EMNLPIs C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning.Abhinav Bandari, Lu Yin, Cheng-Yu Hsieh, Ajay Jaiswal, Tianlong Chen, Li Shen, Ranjay Krishna, Shiwei Liu
2024EMNLPLookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps.Yung-Sung Chuang, Linlu Qiu, Cheng-Yu Hsieh, Ranjay Krishna, Yoon Kim, James R. Glass
2024ICMLOutlier 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, Gen Li, Ajay Kumar Jaiswal, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu
2023ACLDistilling 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
2022CECSummit-assisted Evolutionary Multitasking.Cheng-Yu Hsieh, Rung-Tzuo Liaw
2021ICLREvaluations 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
2020CATAComputing Urban Fabric of a Historical Town.Naai-Jung Shih, Cheng-Yu Hsieh, Yi Chen, Pei-Huang Diao
2018AAAIA Deep Model With Local Surrogate Loss for General Cost-Sensitive Multi-Label Learning.Cheng-Yu Hsieh, Yi-An Lin, Hsuan-Tien Lin
2011APNOMSDesign 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
2003LCNAll Optical Multicast Routing in Sparse-Splitting Optical Networks.Cheng-Yu Hsieh, Wanjiun Liao