Jifan Zhang
11 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (32)
π
Conference Polyglot
(5)
π
Keyword Champion
(2)
π
Century Club
(11)
ποΈ
Keyword Collector
(54)
π₯
Unstoppable
(5)
Conferences
NIPS (4)
ICML (3)
EMNLP (2)
ACL (1)
CVPR (1)
Top co-authors
Keywords
active learning
(4)
label-efficient learning
(2)
supervised fine-tuning
(2)
experimental design
(2)
preference learning
(2)
supervised finetuning
(2)
large language model
(2)
curriculum learning
(1)
graph matching
(1)
image classification
(1)
deep learning
(1)
class imbalance
(1)
empirical risk minimization
(1)
network analysis
(1)
community detection
(1)
visual representation
(1)
binary classification
(1)
uncertainty sampling
(1)
version space
(1)
distribution shift
(1)
Papers
Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation
ICML 2025
From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling
CVPR 2025
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs
EMNLP 2025
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs
EMNLP 2025
AHA: Human-Assisted Out-of-Distribution Generalization and Detection
NIPS 2024
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
NIPS 2024
Harnessing Multiple Correlated Networks for Exact Community Recovery
NIPS 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models
ACL 2024
Algorithm Selection for Deep Active Learning with Imbalanced Datasets
NIPS 2023
GALAXY: Graph-based Active Learning at the Extreme
ICML 2022
Improved Algorithms for Agnostic Pool-based Active Classification
ICML 2021