Zheng Ma
17 papers · 2013–2026 · 11 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (10) 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(10)
🏃
Academic Marathon
(12)
🧬
Topic Evolution
🏆
Grand Slam
🌱
Topic Pioneer
🗃️
Keyword Collector
(97)
💎
Century Club
(15)
🔥
Unstoppable
(7)
🚀
Conference Pioneer
Conferences
CVPR (4)
AAAI (3)
EMNLP (2)
ACL (1)
COLING (1)
EACL (1)
ICCV (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
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
Towards Multiple Missing Values-resistant Unsupervised Graph Anomaly Detection
AAAI 2026
Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference
EACL 2026
Natural Language Inference as a Judge: Detecting Factuality and Causality Issues in Language Model Self-Reasoning for Financial Analysis
EMNLP 2025
CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era
ACL 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
NIPS 2020
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
AAAI 2019
Learning Lightweight Lane Detection CNNs by Self Attention Distillation
ICCV 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