Zining Wang
14 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (37) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver ⚡ Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Deep Learning
(7)
Machine Learning
(6)
Learning Types
(4)
Computer Vision
(3)
Application Areas
(3)
Architectures
(3)
Core Methods
(3)
Models
(3)
Natural Language Processing
(2)
Domain-Specific
(2)
Speech & Audio
(1)
Analysis · Speech & Audio
(1)
Analysis · Computer Vision
(1)
Keywords
multimodal large language model
(5)
document understanding
(3)
multimodal learning
(2)
model compression
(2)
visual question answering
(2)
contrastive learning
(2)
vision-language model
(2)
bert compression
(1)
knowledge distillation
(1)
representation learning
(1)
3d occupancy prediction
(1)
efficient inference
(1)
semantic alignment
(1)
instruction tuning
(1)
synthetic speech detection
(1)
autonomous driving
(1)
disentangled representation
(1)
convergence guarantee
(1)
generative model
(1)
outliers
(1)
Papers
DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning
CVPR 2026
I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle
AAAI 2026
MoDES: Accelerating Mixture-of-Experts Multimodal Large Language Models via Dynamic Expert Skipping
CVPR 2026
A Token-level Text Image Foundation Model for Document Understanding
ICCV 2025
HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration
ICML 2025
InstructOCR: Instruction Boosting Scene Text Spotting
AAAI 2025
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding
CVPR 2025
Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review
ACL 2025
Compressing Large Language Models by Joint Sparsification and Quantization
ICML 2024
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
AAAI 2024
On Learning Frequency-Instance Correlations by Model-Agnostic Training for Synthetic Speech Detection
ACML 2024
QFNU_CS at SemEval-2024 Task 3: A Hybrid Pre-trained Model based Approach for Multimodal Emotion-Cause Pair Extraction Task
SemEval 2024
Adaptive Contrastive Knowledge Distillation for BERT Compression
ACL 2023
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation
ECCV 2020