Chun-Fu (Richard) Chen

25 papers A* 7A 3C 3Misc 1Journal 6Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	DAF: An Efficient End-to-End Dynamic Activation Framework for on-Device DNN Training. MobiSys Renyuan Liu, Yuyang Leng, Kaiyan Liu, Shaohan Hu, Chun-Fu (Richard) Chen, Peijun Zhao, Heechul Yun, Shuochao Yao
2024	Misc	`conf`	DynaSpa: Exploiting Spatial Sparsity for Efficient Dynamic DNN Inference on Devices. SenSys Renyuan Liu, Yuyang Leng, Shilei Tian, Shaohan Hu, Chun-Fu (Richard) Chen, Shuochao Yao
2024	J	`jnl`	MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective. CoRR Yizhuo Chen, Chun-Fu (Richard) Chen, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher
2022	—	`conf`	Utility-Preserving Biometric Information Anonymization. ESORICS (2) Bill Moriarty, Chun-Fu (Richard) Chen, Shaohan Hu, Sean J. Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
2021	A*	`conf`	AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition. ICCV Rameswar Panda, Chun-Fu (Richard) Chen, Quanfu Fan, Ximeng Sun, Kate Saenko, Aude Oliva, Rogério Feris
2021	A*	`conf`	CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification. ICCV Chun-Fu (Richard) Chen, Quanfu Fan, Rameswar Panda
2021	A*	`conf`	Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition. CVPR Chun-Fu (Richard) Chen, Rameswar Panda, Kandan Ramakrishnan, Rogério Feris, John Cohn, Aude Oliva, Quanfu Fan
2021	A*	`conf`	Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data. NeurIPS Ashraful Islam, Chun-Fu (Richard) Chen, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Richard J. Radke
2021	A*	`conf`	Dynamic Network Quantization for Efficient Video Inference. ICCV Ximeng Sun, Rameswar Panda, Chun-Fu (Richard) Chen, Aude Oliva, Rogério Feris, Kate Saenko
2021	A*	`conf`	NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search. AAAI Rameswar Panda, Michele Merler, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu (Richard) Chen, Minsik Cho, Rogério Feris, David S. Kung, Bishwaranjan Bhattacharjee
2020	A	`conf`	Parallelization of Classical Numerical optimization in Quantum Variational Algorithms. ICST Marco Pistoia, Peng Liu, Chun-Fu (Richard) Chen, Shaohan Hu, Stephen P. Wood
2019	J	`jnl`	A Domain-agnostic, Noise-resistant Evolutionary Variational Quantum Eigensolver for Hardware-efficient Optimization in the Hilbert Space. CoRR Arthur G. Rattew, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Steve Wood
2019	—	`conf`	Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition. ICLR (Poster) Chun-Fu (Richard) Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogério Schmidt Feris
2019	A*	`conf`	More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. NeurIPS Quanfu Fan, Chun-Fu (Richard) Chen, Hilde Kuehne, Marco Pistoia, David D. Cox
2019	J	`jnl`	Reduction-Based Problem Mapping for Quantum Computing. Computer Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia, Jay M. Gambetta
2019	J	`jnl`	Stochastic Optimization of Quantum Programs. Computer Peng Liu, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Jay M. Gambetta
2018	—	`conf`	Automatically solving NP-complete problems on a quantum computer. ICSE (Companion Volume) Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia
2017	J	`jnl`	Complexity-Aware Gabor Filter Bank Architecture Using Principal Component Analysis. J. Signal Process. Syst. Gwo Giun Chris Lee, Chun-Hsi Huang, Chun-Fu (Richard) Chen, Tai-Ping Wang
2017	J	`jnl`	Reconfigurable Parser Architecture Design with Microprogrammed Controller for Multiple Purposes. J. Signal Process. Syst. Gwo Giun Chris Lee, Chun-Fu (Richard) Chen, Ching-Jui Hsiao
2017	A	`conf`	UI X-Ray: Interactive Mobile UI Testing Based on Computer Vision. IUI Chun-Fu (Richard) Chen, Marco Pistoia, Conglei Shi, Paolo Girolami, Joseph W. Ligman, Yong Wang
2016	C	`conf`	Efficient nuclei segmentation based on spectral graph partitioning. ISCAS Gwo Giun Chris Lee, Shi-Yu Hung, Tai-Ping Wang, Chun-Fu (Richard) Chen, Chi-Kuang Sun, Yi-Hua Liao
2015	C	`conf`	Efficient Multi-training Framework of Image Deep Learning on GPU Cluster. ISM Chun-Fu (Richard) Chen, Gwo Giun Chris Lee, Yinglong Xia, W. Sabrina Lin, Toyotaro Suzumura, Ching-Yung Lin
2015	—	`conf`	IBM system G Social Media Solution: Analyze multimedia content, people, and network dynamics in context. ICME Workshops Ching-Yung Lin, Danny L. Yeh, Nan Cao, Jui-Hsin Lai, Chun-Fu (Richard) Chen, Conglei Shi, Jie Lu, Jason Crawford, Keith Houck, Yinglong Xia, Wan-Yi Sabrina Lin, Richard B. Hull, Fenno F. Terry Heath III, Piyawadee Sukaviriya, SweeFen Goh
2015	C	`conf`	Multi-modality Mobile Image Recognition Based on Thermal and Visual Cameras. ISM Jui-Hsin Larry Lai, Chung-Ching Lin, Chun-Fu (Richard) Chen, Ching-Yung Lin
2015	—	`conf`	Reconfigurable filter bank design via principal component analysis and low rank approximation. GlobalSIP Chun-Hsi Huang, Gwo Giun Chris Lee, Chun-Fu (Richard) Chen, Yinglong Xia, Ching-Yung Lin