Liheng Ma
Scholar

Liheng Ma

Google Scholar ID: abfvaXwAAAAJ
PhD student, McGill University & Mila.
Geometric Deep LearningGraph Neural NetworksTime SeriesMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
827
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
42
list available
Contact
No contact links provided.
Publications
17 items
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
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering
2025
Cited
0
Resume (English only)
Co-authors
42 total
Mark Coates
Mark Coates
Professor of Electrical Engineering, McGill University
Yingxue Zhang
Yingxue Zhang
Huawei
Soumyasundar Pal
Soumyasundar Pal
Huawei Noah's Arc Lab Canada, McGill University
Xue (Steve) Liu
Xue (Steve) Liu
Fellow CAE&IEEE; Associate VPR@MBZUAI; Prof@McGill; Mila; ex-VP R&D@Samsung AI; Chair ACM SIGBED;
Chen Ma
Chen Ma
Assistant Professor, City University of Hong Kong
Philip Torr
Philip Torr
Professor, University of Oxford
Adriana Romero-Soriano
Adriana Romero-Soriano
Fundamental AI Research, Meta
Chen Lin
Chen Lin
University of Oxford