Junfeng He

According to our database, Junfeng He authored at least 48 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Cropper: Vision-Language Model for Image Cropping through In-Context Learning.

Seung Hyun Lee, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang

CoRR, 2024

Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation.

Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham

CoRR, 2024

Offline Evaluation of Set-Based Text-to-Image Generation.

Negar Arabzadeh, Fernando Diaz, Junfeng He

Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2024

Parrot: Pareto-Optimal Multi-reward Reinforcement Learning Framework for Text-to-Image Generation.

Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang

Proceedings of the Computer Vision - ECCV 2024, 2024

Rich Human Feedback for Text-to-Image Generation.

Youwei Liang, Junfeng He, Gang Li, Peizhao Li, Arseniy Klimovskiy, Nicholas Carolan, Jiao Sun, Jordi Pont-Tuset, Sarah Young, Feng Yang, Junjie Ke, Krishnamurthy Dj Dvijotham, Katherine M. Collins, Yiwen Luo, Yang Li, Kai J. Kohlhoff, Deepak Ramachandran, Vidhya Navalpakkam

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Origami Chomper-Based Flexible Gripper with Superior Gripping Performances.

Jie Liu, Zijie Chen, Guilin Wen, Junfeng He, Hongxin Wang, Liang Xue, Kai Long, Yi Min Xie

Adv. Intell. Syst., October, 2023

Global stability of critical-speed pulsating fronts for degenerate monostable reactions.

Junfeng He, Zhen-Hui Bu

Commun. Nonlinear Sci. Numer. Simul., April, 2023

UniAR: Unifying Human Attention and Response Prediction on Visual Content.

Peizhao Li, Junfeng He, Gang Li, Rachit Bhargava, Shaolei Shen, Nachiappan Valliappan, Youwei Liang, Hongxiang Gu, Venky Ramachandran, Golnaz Farhadi, Yang Li, Kai J. Kohlhoff, Vidhya Navalpakkam

CoRR, 2023

OriWheelBot: An origami-wheeled robot.

Jie Liu, Zufeng Pang, Zhiyong Li, Guilin Wen, Zhoucheng Su, Junfeng He, Kaiyue Liu, Dezheng Jiang, Zenan Li, Shouyan Chen, Yang Tian, Yi Min Xie, Zhenpei Wang, Zhuangjian Liu

CoRR, 2023

Teacher-generated spatial-attention labels boost robustness and accuracy of contrastive models.

Yushi Yao, Chang Ye, Junfeng He, Gamaleldin F. Elsayed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning from Unique Perspectives: User-aware Saliency Modeling.

Shi Chen, Nachiappan Valliappan, Shaolei Shen, Xinyu Ye, Kai Kohlhoff, Junfeng He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Differentially Private Heatmaps.

Badih Ghazi, Junfeng He, Kai Kohlhoff, Ravi Kumar, Pasin Manurangsi, Vidhya Navalpakkam, Nachiappan Valliappan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Deep Saliency Prior for Reducing Visual Distraction.

Kfir Aberman, Junfeng He, Yossi Gandelsman, Inbar Mosseri, David E. Jacobs, Kai Kohlhoff, Yael Pritch, Michael Rubinstein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A well-balanced numerical model for depth-averaged two-layer shallow water flows.

Xin Liu, Junfeng He

Comput. Appl. Math., 2021

2019

Training Robust Deep Neural Networks via Adversarial Noise Propagation.

Aishan Liu, Xianglong Liu, Chongzhi Zhang, Hang Yu, Qiang Liu, Junfeng He

CoRR, 2019

On-Device Few-Shot Personalization for Real-Time Gaze Estimation.

Junfeng He, Khoi Pham, Nachiappan Valliappan, Pingmei Xu, Chase Roberts, Dmitry Lagun, Vidhya Navalpakkam

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2017

Hash Bit Selection for Nearest Neighbor Search.

Xianglong Liu, Junfeng He, Shih-Fu Chang

IEEE Trans. Image Process., 2017

GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation.

Matan Sela, Pingmei Xu, Junfeng He, Vidhya Navalpakkam, Dmitry Lagun

CoRR, 2017

2015

Spherical Hashing: Binary Code Embedding with Hyperspheres.

Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon

IEEE Trans. Pattern Anal. Mach. Intell., 2015

2014

Large Scale Nearest Neighbor Search - Theories, Algorithms, and Applications.

Junfeng He

PhD thesis, 2014

Multiple feature kernel hashing for large-scale visual search.

Xianglong Liu, Junfeng He, Bo Lang

Pattern Recognit., 2014

Collaborative Hashing.

Xianglong Liu, Junfeng He, Cheng Deng, Bo Lang

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

People Search within an Online Social Network: Large Scale Analysis of Facebook Graph Search Query Logs.

Nikita V. Spirin, Junfeng He, Mike Develin, Karrie G. Karahalios, Maxime Boucher

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Hash Bit Selection: A Unified Solution for Selection Problems in Hashing.

Xianglong Liu, Junfeng He, Bo Lang, Shih-Fu Chang

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Reciprocal Hash Tables for Nearest Neighbor Search.

Xianglong Liu, Junfeng He, Bo Lang

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Optimal Parameters for Locality-Sensitive Hashing.

Malcolm Slaney, Yury Lifshits, Junfeng He

Proc. IEEE, 2012

Compact kernel hashing with multiple features.

Xianglong Liu, Junfeng He, Di Liu, Bo Lang

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

On the Difficulty of Nearest Neighbor Search.

Junfeng He, Sanjiv Kumar, Shih-Fu Chang

Proceedings of the 29th International Conference on Machine Learning, 2012

Spherical hashing.

Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Mobile product search with Bag of Hash Bits and boundary reranking.

Junfeng He, Jinyuan Feng, Xianglong Liu, Tao Cheng, Tai-Hsu Lin, Hyunjin Chung, Shih-Fu Chang

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

An Improved Regularization-Based Super-Resolution Reconstruction for Multi-frame Passive Millimeter-Wave Images.

Junfeng He, Jintao Xiong, Jianyu Yang

Proceedings of the 12th IEEE International Conference on Computer and Information Technology, 2012

2011

Mobile product search with bag of hash bits.

Junfeng He, Tai-Hsu Lin, Jinyuan Feng, Shih-Fu Chang

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Compact hashing with joint optimization of search accuracy and time.

Junfeng He, Shih-Fu Chang, Regunathan Radhakrishnan, Claus Bauer

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

The Analysis of Influence Factors of the Confidence Level on University Students' Network Shopping.

Junfeng He, Hui Sun

Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

2010

Scalable similarity search with optimized kernel hashing.

Junfeng He, Wei Liu, Shih-Fu Chang

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Large Graph Construction for Scalable Semi-Supervised Learning.

Wei Liu, Junfeng He, Shih-Fu Chang

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2009

Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis.

Zhouchen Lin, Junfeng He, Xiaoou Tang, Chi-Keung Tang

Pattern Recognit., 2009

E2EDSM: An Edge-to-Edge Data Service Model for Mass Streaming Media Transmission.

Junfeng He, Hui Wang, Ningwu He, Zhigang Sun, Zhenghu Gong

Proceedings of the Advanced Parallel Processing Technologies, 8th International Symposium, 2009

2008

Limits of Learning-Based Superresolution Algorithms.

Zhouchen Lin, Junfeng He, Xiaoou Tang, Chi-Keung Tang

Int. J. Comput. Vis., 2008

Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search.

Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Akira Yanagawa, Eric Zavesky, Elie Khoury, Chong-Wah Ngo

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Fast kernel learning for spatial pyramid matching.

Junfeng He, Shih-Fu Chang, Lexing Xie

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2006

Table Detection in Online Ink Notes.

Zhouchen Lin, Junfeng He, Zhicheng Zhong, Rongrong Wang, Heung-Yeung Shum

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Detecting Doctored JPEG Images Via DCT Coefficient Analysis.

Junfeng He, Zhouchen Lin, Lifeng Wang, Xiaoou Tang

Proceedings of the Computer Vision, 2006

2004

Model Reference Control Based on SVM.

Junfeng He, Zengke Zhang

Proceedings of the Advances in Neural Networks, 2004

1999

A medium access control protocol for voice and data integration in receiver-oriented DS-CDMA PCNs.

Yibin Yang, Junfeng He, Ming T. Liu

Inf. Softw. Technol., 1999

1998

A MAC protocol supporting wireless video transmission over multi-code CDMA personal communication networks.

Junfeng He, Ming-Tsin Liu, Yibin Yang, Mervin E. Muller

Comput. Commun., 1998

Two medium access control schemes for DS-CDMA personal communication networks.

Junfeng He, Ming T. Liu

Proceedings of the 9th IEEE International Symposium on Personal, 1998

Performance of Voice/Data Integration for Two MAC Protocols in DS-CDMA Wireless Networks.

Junfeng He, Ming T. Liu, Mervin E. Muller

Proceedings of the 1998 International Conference on Network Protocols (ICNP '98), 1998