Zhili Feng
13 papers · 2017–2025 · 8 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (40) π Conference Polyglot Β· Silver ποΈ Keyword Collector (69)
β
The Questioner
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(12)
Core Methods
(6)
Artificial Intelligence
(5)
Natural Language Processing
(4)
Application Areas
(4)
Core AI
(4)
Learning Types
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Mathematics & Optimization
(3)
Optimization
(3)
Understanding
(3)
Computer Science
(2)
Foundations
(2)
Models
(2)
Keywords
representation learning
(2)
large language model
(2)
temporal relation
(2)
contrastive learning
(2)
dimensionality reduction
(2)
domain adaptation
(1)
preference optimization
(1)
non-convex optimization
(1)
model evaluation
(1)
constraint satisfaction
(1)
data augmentation
(1)
semantic analysis
(1)
sample complexity
(1)
instruction following
(1)
computational efficiency
(1)
self-supervised learning
(1)
joint inference
(1)
tensor decomposition
(1)
natural language understanding
(1)
k-means clustering
(1)
Papers
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws
ICLR 2025
RANKCLIP: Ranking-Consistent Language-Image Pretraining
ICCV 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization
NAACL 2025
Unnatural Languages Are Not Bugs but Features for LLMs
ICML 2025
Rethinking LLM Memorization through the Lens of Adversarial Compression
NeurIPS 2024
Learning-Augmented k-means Clustering
ICLR 2022
Provable Adaptation across Multiway Domains via Representation Learning
ICLR 2022
Dimensionality Reduction for the Sum-of-Distances Metric
ICML 2021
Non-PSD matrix sketching with applications to regression and optimization
UAI 2021
Does Data Augmentation Lead to Positive Margin?
ICML 2019
CogCompTime: A Tool for Understanding Time in Natural Language
EMNLP 2018
Joint Reasoning for Temporal and Causal Relations
ACL 2018
A Structured Learning Approach to Temporal Relation Extraction
EMNLP 2017