Zhiyuan Yang
10 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (29) π Grand Slam
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(57)
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Trend Setter
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Research topics
Machine Learning
(7)
Deep Learning
(6)
Mathematics & Optimization
(4)
Application Areas
(4)
Optimization
(4)
Optimization & Theory
(4)
Learning Types Β· Deep Learning
(3)
Models
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Analysis
(1)
Keywords
knowledge distillation
(3)
pareto set
(2)
image generation
(2)
diffusion model
(2)
model-based optimization
(2)
scene understanding
(1)
text classification
(1)
benchmark evaluation
(1)
model distillation
(1)
persistent homology
(1)
question answering
(1)
text generation
(1)
depth estimation
(1)
computational complexity
(1)
domain adaptation
(1)
domain knowledge
(1)
bayesian optimization
(1)
direct preference optimization
(1)
smooth optimization
(1)
instruction tuning
(1)
Papers
Circular-DPO: Aligning Multi-Stage 3D Generative Models via Preference Feedback Loop
CVPR 2026
Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats
ACL 2026
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
ICLR 2025
HFD-Teacher: High-Frequency Depth Distillation from Depth Foundation Models for Enhanced Depth Completion
ICCV 2025
Empowering and Assessing the Utility of Large Language Models in Crop Science
NeurIPS 2024
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models
AAAI 2024
Smooth Tchebycheff Scalarization for Multi-Objective Optimization
ICML 2024
Continuation Path Learning for Homotopy Optimization
ICML 2023
Pareto Set Learning for Expensive Multi-Objective Optimization
NeurIPS 2022
Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization
ICLR 2022