JZ
Jifan Zhang
cs.LGcs.AIcs.CLcs.CVcs.SImath.STstat.THcs.ITcs.NImath.IT
On Valency
published · living versionsW_r955csby·v1 · currentpublished
Suppressing Misaligned Behaviors in Language Models, Durably
with Luxi He, Pengcheng Jiang, Jiawei Han, Danqi Chen
1 version
Preprints & journals
18 papers in the corpus · 2022–2026Toward a Unified Statistical Theory of Unsupervised Pretraining and Supervised Neural Knowledge Graph Learning2607.26346v1 · Jifan Zhang, Miklos Racz, Suqi Liu2026 · 0 citationsarXiv
Unknown Aware AI-Generated Content Attribution2601.00218v1 · Ellie Thieu, Jifan Zhang, Haoyue Bai2026 · 0 citationsarXiv
Assessment of Medication Adherence in Patients: Development and Validation of a Machine Learning Model10.1101/2025.09.14.25335382v1 · Zhang, J., Qu, J. Z.2025 · 0 citationsmedRxiv
Causal Representation Learning from Network Data2509.01916v2 · Jifan Zhang, Michelle M. Li, Elena Zheleva2025 · 0 citationsarXiv
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs2507.21482v1 · Abhinav Arabelly, Jagrut Nemade, Robert D Nowak et al.2025 · 1 citationarXiv
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs2502.20356v1 · Kuan Lok Zhou, Jiayi Chen, Siddharth Suresh et al.2025 · 0 citationsarXiv
Harnessing Multiple Correlated Networks for Exact Community Recovery2412.02796v1 · Mikl'os Z. R'acz, Jifan Zhang2024 · 2 citationsarXiv
From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling2411.10685v2 · Jinhong Lin, Cheng-En Wu, Huanran Li et al.2024 · 3 citationsarXiv
Deep Active Learning in the Open World2411.06353v2 · Tian Xie, Jifan Zhang, Haoyue Bai et al.2024 · 0 citationsarXiv
AHA: Human-Assisted Out-of-Distribution Generalization and Detection2410.08000v1 · Haoyue Bai, Jifan Zhang, Robert Nowak2024 · 1 citationarXiv
GPT-4o as the Gold Standard: A Scalable and General Purpose Approach to Filter Language Model Pretraining Data2410.02755v3 · Jifan Zhang, Ziyue Luo, Jia Liu et al.2024 · 0 citationsarXiv
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning2406.10522v2 · Jifan Zhang, Lalit Jain, Yang Guo et al.2024 · 2 citationsarXiv
Learning from the Best: Active Learning for Wireless Communications2402.04896v1 · Nasim Soltani, Jifan Zhang, Batool Salehi et al.2024 · 3 citationsarXiv
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models2401.06692v3 · Gantavya Bhatt, Yifang Chen, Arnav M. Das et al.2024 · 7 citationsarXiv
Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation2312.09196v4 · Shyam Nuggehalli, Jifan Zhang, Lalit Jain et al.2023 · 2 citationsarXiv
LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning2306.09910v4 · Jifan Zhang, Yifang Chen, Gregory Canal et al.2023 · 1 citationarXiv
PathProx: A Proximal Gradient Algorithm for Weight Decay Regularized Deep Neural Networks2210.03069v4 · Liu Yang, Jifan Zhang, Joseph Shenouda et al.2022 · 0 citationsarXiv
GALAXY: Graph-based Active Learning at the Extreme2202.01402v2 · Jifan Zhang, Julian Katz-Samuels, Robert Nowak2022 · 13 citationsarXiv
Career total: 22 works. 18 are in this corpus.
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