Jifan Zhang
11 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (33) 🗃️ Keyword Collector (56)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Learning Types · Machine Learning
(7)
Artificial Intelligence
(6)
Deep Learning
(4)
Core AI
(4)
Core Methods
(4)
Optimization & Theory
(4)
Natural Language Processing
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Learning Paradigms
(2)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Keywords
active learning
(5)
large language model
(2)
preference learning
(2)
experimental design
(2)
supervised fine-tuning
(2)
class imbalance
(2)
label-efficient learning
(2)
curriculum learning
(1)
graph matching
(1)
image classification
(1)
deep learning
(1)
community detection
(1)
empirical risk minimization
(1)
network analysis
(1)
visual representation
(1)
binary classification
(1)
distribution shift
(1)
label noise
(1)
uncertainty sampling
(1)
covariate shift
(1)
Papers
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs
EMNLP 2025
From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling
CVPR 2025
Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation
ICML 2025
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs
EMNLP 2025
AHA: Human-Assisted Out-of-Distribution Generalization and Detection
NeurIPS 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models
ACL 2024
Harnessing Multiple Correlated Networks for Exact Community Recovery
NeurIPS 2024
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
NeurIPS 2024
Algorithm Selection for Deep Active Learning with Imbalanced Datasets
NeurIPS 2023
GALAXY: Graph-based Active Learning at the Extreme
ICML 2022
Improved Algorithms for Agnostic Pool-based Active Classification
ICML 2021