Zheng Ma
17 papers · 2013–2026 · 11 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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πΊοΈ Taxonomy Completionist (40) π Conference Polyglot Β· Gold π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
π§¬
Topic Evolution
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(101)
Venues
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(9)
Computer Vision
(8)
Artificial Intelligence
(7)
Core AI
(7)
Analysis
(5)
Architectures
(5)
Application Areas
(4)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Natural Language Processing
(3)
Mathematics & Optimization
(2)
Applications
(2)
Domain-Specific
(2)
Keywords
knowledge distillation
(3)
semantic segmentation
(2)
video understanding
(2)
image captioning
(2)
graph classification
(2)
object detection
(2)
graph neural network
(2)
graph pooling
(2)
integer programming
(2)
multimodal learning
(2)
relation extraction
(1)
temporal reasoning
(1)
multilingual nlp
(1)
information extraction
(1)
temporal modeling
(1)
visual question answering
(1)
benchmark evaluation
(1)
lane detection
(1)
autonomous driving
(1)
graph anomaly detection
(1)
Papers
Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference
EACL 2026
Towards Multiple Missing Values-resistant Unsupervised Graph Anomaly Detection
AAAI 2026
CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era
ACL 2025
Natural Language Inference as a Judge: Detecting Factuality and Causality Issues in Language Model Self-Reasoning for Financial Analysis
EMNLP 2025
A Hierarchical Network for Multimodal Document-Level Relation Extraction
AAAI 2024
MixRED: A Mix-lingual Relation Extraction Dataset
COLING 2024
Panoptic Video Scene Graph Generation
CVPR 2023
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective
EMNLP 2022
Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit
JMLR 2021
Haar Graph Pooling
ICML 2020
Inter-Region Affinity Distillation for Road Marking Segmentation
CVPR 2020
Path Integral Based Convolution and Pooling for Graph Neural Networks
NeurIPS 2020
Learning Lightweight Lane Detection CNNs by Self Attention Distillation
ICCV 2019
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
AAAI 2019
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning
ICLR 2019
Small Instance Detection by Integer Programming on Object Density Maps
CVPR 2015
Crossing the Line: Crowd Counting by Integer Programming with Local Features
CVPR 2013