Scholar
Liheng Ma
Google Scholar ID: abfvaXwAAAAJ
PhD student, McGill University & Mila.
Geometric Deep Learning
Graph Neural Networks
Time Series
Machine Learning
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Citations & Impact
All-time
Citations
827
H-index
10
i10-index
11
Publications
20
Co-authors
42
list available
Publications
18 items
FINSKILLOPS: A Self-Evolving Multi-Agent System for SEC Filing QA
2026
Cited
0
Faster-WAM: Do World Action Models Need Deep Action Modules?
2026
Cited
0
Anticipate Before Acting: Future-State-Conditioned Vision-Language Navigation
2026
Cited
0
FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering
2026
Cited
0
Rethinking Groups in Critic-Free RLVR
2026
Cited
0
TrasMuon: Trust-Region Adaptive Scaling for Orthogonalized Momentum Optimizers
2026
Cited
0
Enhancing TableQA through Verifiable Reasoning Trace Reward
2026
Cited
0
Dynamic Quantization Error Propagation in Encoder-Decoder ASR Quantization
arXiv.org · 2026
Cited
0
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Co-authors
18 total
Mark Coates
Professor of Electrical Engineering, McGill University
Yingxue Zhang
Huawei
Soumyasundar Pal
Huawei Noah's Arc Lab Canada, McGill University
Xue (Steve) Liu
Fellow CAE&IEEE; Associate VPR@MBZUAI; Prof@McGill; Mila; ex-VP R&D@Samsung AI; Chair ACM SIGBED;
Chen Ma
Assistant Professor, City University of Hong Kong
Philip Torr
Professor, University of Oxford
Adriana Romero-Soriano
Fundamental AI Research, Meta
Chen Lin
University of Oxford
