Zheng Xie
11 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (33) 💎 Century Club · Bronze
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Research topics
Machine Learning
(9)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(5)
Optimization & Theory
(5)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Applications
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Core Methods
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Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Deep Learning
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Knowledge & Reasoning
(1)
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Learning Paradigms · Machine Learning
(1)
Keywords
distributionally robust optimization
(2)
meta learning
(2)
semi-supervised learning
(2)
adversarial learning
(1)
binary classification
(1)
domain adaptation
(1)
mathematical reasoning
(1)
logical reasoning
(1)
knowledge graph
(1)
weakly supervised learning
(1)
question answering
(1)
semantic consistency
(1)
empirical risk minimization
(1)
auc optimization
(1)
class prior estimation
(1)
pairwise ranking
(1)
graph matching
(1)
semantic similarity
(1)
feature learning
(1)
wasserstein distance
(1)
Papers
Bridging Distance and Spectral Positional Encodings via Anchor-Based Diffusion Geometry Approximation
ACL 2026
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
EMNLP 2025
RMath: A Logic Reasoning-Focused Datasets Toward Mathematical Multistep Reasoning Tasks
AAAI 2025
Ambiguity-Aware Abductive Learning
ICML 2024
AUC Optimization from Multiple Unlabeled Datasets
AAAI 2024
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning
NeurIPS 2024
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm
NeurIPS 2023
Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation
AAAI 2023
Semi-supervised Learning with Support Isolation by Small-Paced Self-Training
AAAI 2023
Deep Transferring Quantization
ECCV 2020
Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization
IJCAI 2018