Zhang, Jifan

13 publications

TMLR 2025 Deep Active Learning in the Open World Tian Xie, Jifan Zhang, Haoyue Bai, Robert D Nowak

CVPR 2025 From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling Jinhong Lin, Cheng-En Wu, Huanran Li, Jifan Zhang, Yu Hen Hu, Pedro Morgado

ICML 2025 Improved Algorithm for Deep Active Learning Under Imbalance via Optimal Separation Shyam Nuggehalli, Jifan Zhang, Lalit K Jain, Robert D Nowak

NeurIPS 2025 Topology-Aware Conformal Prediction for Stream Networks Jifan Zhang, Fangxin Wang, Zihe Song, Philip S. Yu, Kaize Ding, Shixiang Zhu

NeurIPS 2024 AHA: Human-Assisted Out-of-Distribution Generalization and Detection Haoyue Bai, Jifan Zhang, Robert Nowak

NeurIPS 2024 Harnessing Multiple Correlated Networks for Exact Community Recovery Miklós Z. Rácz, Jifan Zhang

NeurIPS 2024 Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning Jifan Zhang, Lalit Jain, Yang Guo, Jiayi Chen, Kuan Lok Zhou, Siddharth Suresh, Andrew Wagenmaker, Scott Sievert, Timothy Rogers, Kevin Jamieson, Robert Mankoff, Robert Nowak

DMLR 2024 LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning Jifan Zhang, Yifang Chen, Gregory Canal, Arnav Mohanty Das, Gantavya Bhatt, Stephen Mussmann, Yinglun Zhu, Jeff Bilmes, Simon Shaolei Du, Kevin Jamieson, Robert D Nowak

NeurIPS 2023 Algorithm Selection for Deep Active Learning with Imbalanced Datasets Jifan Zhang, Shuai Shao, Saurabh Verma, Robert Nowak

NeurIPSW 2023 LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning Jifan Zhang, Yifang Chen, Gregory Canal, Arnav Mohanty Das, Gantavya Bhatt, Yinglun Zhu, Stephen Mussmann, Simon Shaolei Du, Jeff Bilmes, Kevin Jamieson, Robert D Nowak

NeurIPSW 2022 A Better Way to Decay: Proximal Gradient Training Algorithms for Neural Nets Liu Yang, Jifan Zhang, Joseph Shenouda, Dimitris Papailiopoulos, Kangwook Lee, Robert D Nowak

ICML 2022 GALAXY: Graph-Based Active Learning at the Extreme Jifan Zhang, Julian Katz-Samuels, Robert Nowak

ICML 2021 Improved Algorithms for Agnostic Pool-Based Active Classification Julian Katz-Samuels, Jifan Zhang, Lalit Jain, Kevin Jamieson