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Xiaowei Huang — most-cited papers & profile · Large Language Models
← authors
·
overview
Xiaowei Huang
14
papers ·
354
citations ·
36
h-index
University of Liverpool
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Concolic Testing for Deep Neural Networks
2018 · 327 citations
Image Fusion for Cross-Domain Sequential Recommendation
2025 · 16 citations
Tutorials on Testing Neural Networks
2021 · 2 citations
3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs
2022 · 2 citations
ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning
2023 · 2 citations
Can GRPO Boost Complex Multimodal Table Understanding?
2025 · 1 citations
Learning Robust Variational Information Bottleneck with Reference
2021 · 1 citations
Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems
2022 · 1 citations
Top-K Pooling with Patch Contrastive Learning for Weakly-Supervised Semantic Segmentation
2023 · 1 citations
Reward Certification for Policy Smoothed Reinforcement Learning
2023 · 1 citations
Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking
2021
Quantum Speedup and Limitations on Matroid Property Problems
2021
Towards Relation-centered Pooling and Convolution for Heterogeneous Graph Learning Networks
2022
Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimization
2024
Topics
Safe RL
Model-Based RL
Testing
Bug Detection
GNN Architectures
Cold Start & Cross-Domain
Sequential & Session
Vision-Language Models
Visual QA & Reasoning
cs.IT