Hongyu Wang
12 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (23) π Keyword Champion (2)
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Century Club Β· Bronze
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Research topics
Machine Learning
(6)
Artificial Intelligence
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Deep Learning
(5)
Core AI
(5)
Architectures
(4)
Natural Language Processing
(3)
Application Areas
(3)
Core Methods
(3)
Resources & Methods
(3)
Learning Types
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Keywords
large language model
(3)
multimodal learning
(2)
transformer architecture
(2)
model compression
(2)
spatio-temporal learning
(2)
self-supervised learning
(1)
object tracking
(1)
temporal dynamics
(1)
temporal information
(1)
vision-language model
(1)
few-shot learning
(1)
efficient inference
(1)
neural network optimization
(1)
template matching
(1)
large multimodal model
(1)
knowledge distillation
(1)
sound separation
(1)
foundation model
(1)
attention mechanism
(1)
benchmark evaluation
(1)
Papers
M4U: Evaluating Multilingual Understanding and Reasoning for Large Multimodal Models
WACV 2026
USE: A Unified Model for Universal Sound Separation and Extraction
AAAI 2026
BitNet: 1-bit Pre-training for Large Language Models
JMLR 2025
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
ACL 2025
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting
IJCAI 2025
TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference
IJCAI 2025
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine
AAAI 2024
SGS-SLAM: Semantic Gaussian Splatting For Neural Dense SLAM
ECCV 2024
Temporal Adaptive RGBT Tracking with Modality Prompt
AAAI 2024
Magneto: A Foundation Transformer
ICML 2023
Amulet: Aggregating Multi-Level Convolutional Features for Salient Object Detection
ICCV 2017
Learning Uncertain Convolutional Features for Accurate Saliency Detection
ICCV 2017