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Pingchuan Ma — most-cited papers & profile · Federated Learning
← authors
·
overview
Pingchuan Ma
23
papers ·
44
citations ·
20
h-index
Hong Kong University of Science and Technology · Arizona State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Testing And Understanding Erroneous Planning In LLM Agents Through Synthesized User Inputs
2024 · 22 citations
An Empirical Study On Large Language Models In Accuracy And Robustness Under Chinese Industrial Scenarios
2024 · 9 citations
Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models
2022 · 4 citations
SoftZoo: A Soft Robot Co-design Benchmark For Locomotion In Diverse Environments
2023 · 4 citations
Visually Guided Self Supervised Learning of Speech Representations
2020 · 2 citations
Fabrica: Dual-Arm Assembly of General Multi-Part Objects via Integrated Planning and Learning
2025 · 1 citations
ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility
2023 · 1 citations
Learning Object Properties Using Robot Proprioception via Differentiable Robot-Object Interaction
2024 · 1 citations
Omni-AVSR: Towards Unified Multimodal Speech Recognition with Large Language Models
2025
Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks
2025
A Cocktail-Party Benchmark: Multi-Modal dataset and Comparative Evaluation Results
2025
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
2025
CAMO: Causality-guided Adversarial Multimodal Domain Generalization For Crisis Classification
2025
Video-Driven Speech Reconstruction using Generative Adversarial Networks
2019
End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks
2021
Topics
Evaluation
Manipulation
Control
Speech Recognition
Multimodal Audio
Training Techniques
Sim-to-Real
Vision-Language Models
Audio-Visual
Audio Generation