Wei Ma
19 papers · 2016–2026 · 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.
Achievements
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π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (55) π Conference Polyglot Β· Silver π Renaissance Researcher (7)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(120)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(11)
Machine Learning
(11)
Artificial Intelligence
(8)
Learning Types Β· Machine Learning
(8)
Core AI
(7)
Core Methods
(6)
Natural Language Processing
(5)
Architectures
(5)
Learning Types Β· Deep Learning
(4)
Computer Vision
(3)
Applications
(3)
Learning Paradigms
(3)
Models
(3)
Optimization & Theory
(3)
Techniques
(3)
Keywords
representation learning
(5)
large language model
(3)
self-supervised learning
(2)
document-level event extraction
(2)
multi-view learning
(2)
spatial reasoning
(2)
feature selection
(1)
logistic regression
(1)
adversarial robustness
(1)
attention mechanism
(1)
knowledge transfer
(1)
knowledge distillation
(1)
data augmentation
(1)
document-level extraction
(1)
keyword spotting
(1)
feature extraction
(1)
event argument extraction
(1)
adversarial training
(1)
model robustness
(1)
autonomous driving
(1)
Papers
DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition
AAAI 2026
E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving
CVPR 2026
From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback
AAAI 2026
RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning
AAAI 2026
3SAT: A Simple Self-Supervised Adversarial Training Framework
AAAI 2025
Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning
AAAI 2025
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning
EMNLP 2025
Training-free Fourier Phase Diffusion for Style Transfer
IJCAI 2025
DEIE: Benchmarking Document-level Event Information Extraction with a Large-scale Chinese News Dataset
COLING 2024
ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning
EMNLP 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
NeurIPS 2024
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
NeurIPS 2024
Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models
ACL 2024
UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization
CVPR 2024
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search
EMNLP 2023
Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation
ACL 2023
CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction
COLING 2022
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption
NeurIPS 2019
An Adaptive Multi-Band System for Low Power Voice Command Recognition
Interspeech 2016