Junfeng He

65 papers A* 23A 1B 2C 2Journal 27Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A* conf
Calibrated Multi-Preference Optimization for Aligning Diffusion Models.
CVPR
Kyungmin Lee, Xiahong Li, Qifei Wang, Junfeng He, Junjie Ke, Ming-Hsuan Yang, Irfan Essa, Jinwoo Shin, Feng Yang, Yinxiao Li
2025 J jnl
Calibrated Multi-Preference Optimization for Aligning Diffusion Models.
CoRR
Kyungmin Lee, Xiaohang Li, Qifei Wang, Junfeng He, Junjie Ke, Ming-Hsuan Yang, Irfan Essa, Jinwoo Shin, Feng Yang, Yinxiao Li
2025 A* conf
Cropper: Vision-Language Model for Image Cropping through In-Context Learning.
CVPR
Seung Hyun Lee, Jijun Jiang, Yiran Xu, Zhuofang Li, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang
2025 J jnl
EraseBench: Understanding The Ripple Effects of Concept Erasure Techniques.
CoRR
Ibtihel Amara, Ahmed Imtiaz Humayun, Ivana Kajic, Zarana Parekh, Natalie Harris, Sarah Young, Chirag Nagpal, Najoung Kim, Junfeng He, Cristina Nader Vasconcelos, Deepak Ramachandran, Golnoosh Farnadi, Katherine A. Heller, Mohammad Havaei, Negar Rostamzadeh
2025 A* conf
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation.
CVPR
Xiaoying Xing, Avinab Saha, Junfeng He, Susan Hao, Paul Vicol, Moonkyung Ryu, Gang Li, Sahil Singla, Sarah Young, Yinxiao Li, Feng Yang, Deepak Ramachandran
2025 J jnl
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation.
CoRR
Xiaoying Xing, Avinab Saha, Junfeng He, Susan Hao, Paul Vicol, Moonkyung Ryu, Gang Li, Sahil Singla, Sarah Young, Yinxiao Li, Feng Yang, Deepak Ramachandran
2025 J jnl
On the nonlinear dynamic performance of a novel bistability-driven soft robot.
Adv. Eng. Softw.
Jie Liu, Dezheng Jiang, Zhiyong Li, Junfeng He, Linjie Jian, Hongxin Wang, Guilin Wen, Zhenpei Wang, Yi Min Xie
2025 A* conf
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models.
ICLR
Ahmed Imtiaz Humayun, Ibtihel Amara, Cristina Nader Vasconcelos, Deepak Ramachandran, Candice Schumann, Junfeng He, Katherine A. Heller, Golnoosh Farnadi, Negar Rostamzadeh, Mohammad Havaei
2024 — conf
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation.
AIES (1)
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
2024 J jnl
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation.
CoRR
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
2024 J jnl
Cropper: Vision-Language Model for Image Cropping through In-Context Learning.
CoRR
Seung Hyun Lee, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang
2024 — conf
Offline Evaluation of Set-Based Text-to-Image Generation.
SIGIR-AP
Negar Arabzadeh, Fernando Diaz, Junfeng He
2024 J jnl
Offline Evaluation of Set-Based Text-to-Image Generation.
CoRR
Negar Arabzadeh, Fernando Diaz, Junfeng He
2024 — conf
Parrot: Pareto-Optimal Multi-reward Reinforcement Learning Framework for Text-to-Image Generation.
ECCV (38)
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
2024 J jnl
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation.
CoRR
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
2024 A* conf
Rich Human Feedback for Text-to-Image Generation.
CVPR
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
2024 A* conf
UniAR: A Unified model for predicting human Attention and Responses on visual content.
NeurIPS
Peizhao Li, Junfeng He, Gang Li, Rachit Bhargava, Shaolei Shen, Nachiappan Valliappan, Youwei Liang, Hongxiang Gu, Venky Ramachandran, Golnaz Farhadi, Yang Li, Kai Kohlhoff, Vidhya Navalpakkam
2023 A* conf
Differentially Private Heatmaps.
AAAI
Badih Ghazi, Junfeng He, Kai Kohlhoff, Ravi Kumar, Pasin Manurangsi, Vidhya Navalpakkam, Nachiappan Valliappan
2023 J jnl
Global stability of critical-speed pulsating fronts for degenerate monostable reactions.
Commun. Nonlinear Sci. Numer. Simul.
Junfeng He, Zhen-Hui Bu
2023 A* conf
Learning from Unique Perspectives: User-aware Saliency Modeling.
CVPR
Shi Chen, Nachiappan Valliappan, Shaolei Shen, Xinyu Ye, Kai Kohlhoff, Junfeng He
2023 J jnl
OriWheelBot: An origami-wheeled robot.
CoRR
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
2023 J jnl
Origami Chomper-Based Flexible Gripper with Superior Gripping Performances.
Adv. Intell. Syst.
Jie Liu, Zijie Chen, Guilin Wen, Junfeng He, Hongxin Wang, Liang Xue, Kai Long, Yi Min Xie
2023 J jnl
Rich Human Feedback for Text-to-Image Generation.
CoRR
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, Katie Collins, Yiwen Luo, Yang Li, Kai J. Kohlhoff, Deepak Ramachandran, Vidhya Navalpakkam
2023 A* conf
Teacher-generated spatial-attention labels boost robustness and accuracy of contrastive models.
CVPR
Yushi Yao, Chang Ye, Junfeng He, Gamaleldin F. Elsayed
2023 J jnl
UniAR: Unifying Human Attention and Response Prediction on Visual Content.
CoRR
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
2022 A* conf
Deep Saliency Prior for Reducing Visual Distraction.
CVPR
Kfir Aberman, Junfeng He, Yossi Gandelsman, Inbar Mosseri, David E. Jacobs, Kai Kohlhoff, Yael Pritch, Michael Rubinstein
2022 J jnl
Differentially Private Heatmaps.
CoRR
Badih Ghazi, Junfeng He, Kai Kohlhoff, Ravi Kumar, Pasin Manurangsi, Vidhya Navalpakkam, Nachiappan Valliappan
2021 J jnl
A well-balanced numerical model for depth-averaged two-layer shallow water flows.
Comput. Appl. Math.
Xin Liu, Junfeng He
2021 J jnl
Deep Saliency Prior for Reducing Visual Distraction.
CoRR
Kfir Aberman, Junfeng He, Yossi Gandelsman, Inbar Mosseri, David E. Jacobs, Kai Kohlhoff, Yael Pritch, Michael Rubinstein
2019 — conf
On-Device Few-Shot Personalization for Real-Time Gaze Estimation.
ICCV Workshops
Junfeng He, Khoi Pham, Nachiappan Valliappan, Pingmei Xu, Chase Roberts, Dmitry Lagun, Vidhya Navalpakkam
2019 J jnl
Training Robust Deep Neural Networks via Adversarial Noise Propagation.
CoRR
Aishan Liu, Xianglong Liu, Chongzhi Zhang, Hang Yu, Qiang Liu, Junfeng He
2017 J jnl
GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation.
CoRR
Matan Sela, Pingmei Xu, Junfeng He, Vidhya Navalpakkam, Dmitry Lagun
2017 J jnl
Hash Bit Selection for Nearest Neighbor Search.
IEEE Trans. Image Process.
Xianglong Liu, Junfeng He, Shih-Fu Chang
2015 J jnl
Spherical Hashing: Binary Code Embedding with Hyperspheres.
IEEE Trans. Pattern Anal. Mach. Intell.
Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon
2014 A* conf
Collaborative Hashing.
CVPR
Xianglong Liu, Junfeng He, Cheng Deng, Bo Lang
2014 — —
Large Scale Nearest Neighbor Search - Theories, Algorithms, and Applications.
Junfeng He
2014 J jnl
Multiple feature kernel hashing for large-scale visual search.
Pattern Recognit.
Xianglong Liu, Junfeng He, Bo Lang
2014 A conf
People Search within an Online Social Network: Large Scale Analysis of Facebook Graph Search Query Logs.
CIKM
Nikita V. Spirin, Junfeng He, Mike Develin, Karrie G. Karahalios, Maxime Boucher
2013 A* conf
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing.
CVPR
Xianglong Liu, Junfeng He, Bo Lang, Shih-Fu Chang
2013 A* conf
Reciprocal Hash Tables for Nearest Neighbor Search.
AAAI
Xianglong Liu, Junfeng He, Bo Lang
2012 C conf
An Improved Regularization-Based Super-Resolution Reconstruction for Multi-frame Passive Millimeter-Wave Images.
CIT
Junfeng He, Jintao Xiong, Jianyu Yang
2012 A* conf
Compact kernel hashing with multiple features.
ACM Multimedia
Xianglong Liu, Junfeng He, Di Liu, Bo Lang
2012 A* conf
Mobile product search with Bag of Hash Bits and boundary reranking.
CVPR
Junfeng He, Jinyuan Feng, Xianglong Liu, Tao Cheng, Tai-Hsu Lin, Hyunjin Chung, Shih-Fu Chang
2012 A* conf
On the Difficulty of Nearest Neighbor Search.
ICML
Junfeng He, Sanjiv Kumar, Shih-Fu Chang
2012 J jnl
Optimal Parameters for Locality-Sensitive Hashing.
Proc. IEEE
Malcolm Slaney, Yury Lifshits, Junfeng He
2012 A* conf
Spherical hashing.
CVPR
Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon
2011 A* conf
Compact hashing with joint optimization of search accuracy and time.
CVPR
Junfeng He, Shih-Fu Chang, Regunathan Radhakrishnan, Claus Bauer
2011 A* conf
Mobile product search with bag of hash bits.
ACM Multimedia
Junfeng He, Tai-Hsu Lin, Jinyuan Feng, Shih-Fu Chang
2011 C conf
The Analysis of Influence Factors of the Confidence Level on University Students' Network Shopping.
CIS
Junfeng He, Hui Sun
2010 A* conf
Large Graph Construction for Scalable Semi-Supervised Learning.
ICML
Wei Liu, Junfeng He, Shih-Fu Chang
2010 A* conf
Scalable similarity search with optimized kernel hashing.
KDD
Junfeng He, Wei Liu, Shih-Fu Chang
2009 — conf
E2EDSM: An Edge-to-Edge Data Service Model for Mass Streaming Media Transmission.
APPT
Junfeng He, Hui Wang, Ningwu He, Zhigang Sun, Zhenghu Gong
2009 J jnl
Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis.
Pattern Recognit.
Zhouchen Lin, Junfeng He, Xiaoou Tang, Chi-Keung Tang
2008 — conf
Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search.
TRECVID
Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Akira Yanagawa, Eric Zavesky, Elie Khoury, Chong-Wah Ngo
2008 A* conf
Fast kernel learning for spatial pyramid matching.
CVPR
Junfeng He, Shih-Fu Chang, Lexing Xie
2008 J jnl
Limits of Learning-Based Superresolution Algorithms.
Int. J. Comput. Vis.
Zhouchen Lin, Junfeng He, Xiaoou Tang, Chi-Keung Tang
2007 — conf
BGP-ESOM: BGP Egress Selection Optimization Model Based on Traffic Demand.
FGCN (1)
Yaping Liu, Junfeng He, Zhenghu Gong
2007 A* conf
Limits of Learning-Based Superresolution Algorithms.
ICCV
Zhouchen Lin, Junfeng He, Xiaoou Tang, Chi-Keung Tang
2006 — conf
Detecting Doctored JPEG Images Via DCT Coefficient Analysis.
ECCV (3)
Junfeng He, Zhouchen Lin, Lifeng Wang, Xiaoou Tang
2006 J jnl
Table Detection in Online Ink Notes.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhouchen Lin, Junfeng He, Zhicheng Zhong, Rongrong Wang, Heung-Yeung Shum
2004 — conf
Model Reference Control Based on SVM.
ISNN (2)
Junfeng He, Zengke Zhang
1999 J jnl
A medium access control protocol for voice and data integration in receiver-oriented DS-CDMA PCNs.
Inf. Softw. Technol.
Yibin Yang, Junfeng He, Ming T. Liu
1998 J jnl
A MAC protocol supporting wireless video transmission over multi-code CDMA personal communication networks.
Comput. Commun.
Junfeng He, Ming-Tsin Liu, Yibin Yang, Mervin E. Muller
1998 B conf
Performance of Voice/Data Integration for Two MAC Protocols in DS-CDMA Wireless Networks.
ICNP
Junfeng He, Ming T. Liu, Mervin E. Muller
1998 B conf
Two medium access control schemes for DS-CDMA personal communication networks.
PIMRC
Junfeng He, Ming T. Liu