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Chenghao Liu — most-cited papers & profile · Time Series
← authors
·
overview
Chenghao Liu
35
papers ·
589
citations ·
36
h-index
California Institute of Technology · Mila - Quebec Artificial Intelligence Institute · McGill University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Malicious URL Detection Using Machine Learning: A Survey
2017 · 275 citations
Feature Interaction-aware Graph Neural Networks
2019 · 4 citations
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
2024 · 3 citations
HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer
2023 · 1 citations
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt
2023 · 1 citations
Msnav: Zero-shot Vision-and-language Navigation With Dynamic Memory And LLM Spatial Reasoning
2025
TTF-VLA: Temporal Token Fusion Via Pixel-attention Integration For Vision-language-action Models
2025
TTF-VLA: Temporal Token Fusion Via Pixel-attention Integration For Vision-language-action Models
2025
FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer
2023
Topics
GNN Architectures
Theory & Expressivity
Vision-Language Models
Video-Language
Embodied & Agents
Federated Learning
Visual QA & Reasoning
Manipulation
Malware Detection
Anomaly Detection