Baichuan Huang

PhD student, EIT, Lund University / Lund Institute of Technology

Joined

January 2024

Names

Baichuan Huang (Preferred)

Emails

****@eit.lth.se (Confirmed)

Personal Links

Career & Education History

PhD student

EIT, Lund University / Lund Institute of Technology (lth.se)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2022 – 2026

Expertise

Large Language Models

2025 – Present

Bio-Inspired AI

2022 – Present

Efficient Training and Inference

2022 – Present

Publications

Backpropagation-Free Learning: On the Emergence of Forward-Only Algorithms
Baichuan Huang, Alexander Ororbia, Amir Aminifar
- Crossref
- Readers: Everyone
TinyFoA
Baichuan Huang, Amir Aminifar
- Thirty-Ninth AAAI Conference on Artificial Intelligence Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence Fifteenth Symposium on Educational Advances in Artificial Intelligence
- Readers: Everyone
EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems
Baichuan Huang, Renato Zanetti, Azra Abtahi Fahliani, David Atienza, Amir Aminifar
- IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)
- Readers: Everyone
Binary Forward-Only Algorithms
Baichuan Huang, Amir Aminifar
- IEEE Design & Test
- Readers: Everyone
TinyFoA: Memory Efficient Forward-Only Algorithm for On-Device Learning
Baichuan Huang, Amir Aminifar
- AAAI 2025
- Readers: Everyone
Energy-Aware Integrated Neural Architecture Search and Partitioning for Distributed Internet of Things (IoT)
Baichuan Huang, Azra Abtahi, Amir Aminifar
- IEEE Transactions on Circuits and Systems for Artificial Intelligence
- Readers: Everyone
Efficient On-Device Machine Learning with a Biologically-Plausible Forward-Only Algorithm
Baichuan Huang, Amir Aminifar
- MLSys 2025
- Readers: Everyone
LightFF: Lightweight Inference for Forward-Forward Algorithm
Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar
- Crossref
- Readers: Everyone
EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems
Baichuan Huang, Renato Zanetti, Azra Abtahi, David Atienza, Amir Aminifar
- AICAS 2023
- Readers: Everyone

View all 14 publications

Co-Authors