Shiyuan He
7 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Core AI
(3)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Models
(1)
Keywords
open-vocabulary detection
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
video understanding
(1)
video temporal grounding
(1)
talking head generation
(1)
computational complexity
(1)
distribution shift
(1)
matrix manifold
(1)
diffusion model
(1)
convergence rate
(1)
parameter-efficient fine-tuning
(1)
3d gaussian splatting
(1)
vision-language model
(1)
multimodal large language model
(1)
frequency domain
(1)
temporal consistency
(1)
manifold constraint
(1)
multi-task learning
(1)
Papers
DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance
AAAI 2026
MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation
AAAI 2026
ViTPrompt: Training-Free Prompt Refinement with Visual Tokens for Open-Vocabulary Detection
CVPR 2026
An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer
ICML 2025
KDA: Knowledge Diffusion Alignment with Enhanced Context for Video Temporal Grounding
ICCV 2025
SyncGaussian: Stable 3D Gaussian-Based Talking Head Generation with Enhanced Lip Sync via Discriminative Speech Features
IJCAI 2025
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty
JMLR 2023