Hongyu Chen
11 papers · 2021–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird
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The Questioner
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Century Club · Bronze
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Research topics
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(3)
Natural Language Processing
(2)
Models
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Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
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Healthcare & Medicine
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Keywords
large language model
(3)
deep learning
(2)
model compression
(2)
model quantization
(2)
image reconstruction
(1)
non-convex optimization
(1)
benchmark evaluation
(1)
mathematical reasoning
(1)
image segmentation
(1)
self-supervised learning
(1)
text classification
(1)
machine unlearning
(1)
medical image segmentation
(1)
cross-domain analysis
(1)
neural network optimization
(1)
domain adaptation
(1)
performance evaluation
(1)
hessian approximation
(1)
language variation
(1)
semantic segmentation
(1)
Papers
Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging
AAAI 2026
EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking
EMNLP 2025
“Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations
EMNLP 2025
Safer or Luckier? LLMs as Safety Evaluators Are Not Robust to Artifacts
ACL 2025
Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts
IJCNLP 2025
How Does Quantization Affect Multilingual LLMs?
EMNLP 2024
What Can Go Wrong in Authorship Profiling: Cross-Domain Analysis of Gender and Age Prediction
ACL 2024
Automatic Segmentation of Aortic and Mitral Valves for Heart Surgical Planning of Hypertrophic Obstructive Cardiomyopathy
ACML 2023
Intriguing Properties of Quantization at Scale
NeurIPS 2023
A Zest of LIME: Towards Architecture-Independent Model Distances
ICLR 2022
Enhance Curvature Information by Structured Stochastic Quasi-Newton Methods
CVPR 2021