Wei Ma
18 papers · 2016–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (9) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (8) π Cross-Pollinator (3)
πΊοΈ
Taxonomy Completionist
(54)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Pioneer
ποΈ
Keyword Collector
(115)
β‘
Prolific Year
(6)
π
Century Club
(15)
π₯
Unstoppable
(5)
Conferences
AAAI (5)
EMNLP (3)
NIPS (3)
ACL (2)
COLING (2)
CVPR (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
Keywords
representation learning
(5)
large language model
(3)
self-supervised learning
(2)
multi-view learning
(2)
document-level event extraction
(2)
feature selection
(1)
logistic regression
(1)
adversarial robustness
(1)
attention mechanism
(1)
nearest neighbor search
(1)
knowledge transfer
(1)
knowledge distillation
(1)
data augmentation
(1)
document-level extraction
(1)
feature extraction
(1)
keyword spotting
(1)
event argument extraction
(1)
model robustness
(1)
adversarial training
(1)
code generation
(1)
Papers
RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning
AAAI 2026
DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition
AAAI 2026
From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback
AAAI 2026
3SAT: A Simple Self-Supervised Adversarial Training Framework
AAAI 2025
Training-free Fourier Phase Diffusion for Style Transfer
IJCAI 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
UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization
CVPR 2024
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
NIPS 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
NIPS 2024
Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models
ACL 2024
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
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
NIPS 2019
An Adaptive Multi-Band System for Low Power Voice Command Recognition
INTERSPEECH 2016