News

📢 Journal & Conference Papers

• 2026.10.03
  NeurIPS 2026 SAMBA: Toward an EEG Foundation Model via Differential Mamba and Coordinate-Driven Spatial Embedding accepted to the NeurReps Proceedings Track at NeurIPS 2026.
• 2026.04.15
  TBME ChatBCI-Assist: An Intent-Based P300 Speller with A Locally-Deployed LLM and Adaptive Stopping Strategy Enabling Record Online Spelling Performance accepted by IEEE Transactions on Biomedical Engineering.
• 2026.04.15
  EMBC 2026 Improving Spelling Performance of LLM-based P300 Speller BCIs using Circular Nonadjacent Flashing and Cross-Validated Calibration accepted at EMBC 2026.
• 2026.04.15
  EMBC 2026 Llama-4-ALS: A Locally Deployable LLM, Tuned with LoRA and Dynamic Hierarchical Data Augmentation, for Speller-Based AAC accepted at EMBC 2026.
• 2026.01.13
  ISBI 2026 Neural Dynamics of Time Perception Under Acute Pain: An Auditory Temporal Bisection Study accepted at IEEE ISBI 2026.
• 2025.10.23
  Sci. Reports ChatBCI, A P300 Speller BCI with Context-Driven Word Prediction Leveraging Large Language Models accepted by Scientific Reports (Nature Portfolio).
• 2025.09.22
  NeurIPS W SpellerSSL: Self-Supervised Learning with P300 Aggregation for Speller BCIs accepted at NeurIPS Data on the Brain & Mind Workshop.
• 2025.09.20
  ICDM W An Efficient Self-Supervised Framework for Long-Sequence EEG Modeling accepted at IEEE ICDM AI for Time Series Workshop.
• 2025.09.14
  TKDE A Geometric Approach to k-means accepted by IEEE Transactions on Knowledge and Data Engineering.
• 2025.08.04
  NER 2025 Enhancing Typing Speed in LLM-based P300 Speller BCIs Using A New Data-Driven Dynamic Stopping Strategy accepted at IEEE NER 2025.
• 2025.08.04
  NER 2025 Longest Sustained Cortical Activity Duration in Temporal Bisection Task Aligns with Geometric Mean for Log-Spaced Probes accepted at IEEE NER 2025.
• 2025.04.08
  EMBC 2025 ChatBCI4ALS: A High-Performance, LLM-Driven Intent-Based BCI Communication System for Individuals with ALS accepted at EMBC 2025.
• 2025.01.02
  ISBI 2025 TopoEEG: a TimeSformer-Based Topographic Image Representation Method for Early Single-Trial Detection of P300 accepted at IEEE ISBI 2025.
• 2024.09.20
  IEEE Brain ChatBCI: A Fast P300 Speller Brain-Computer Interface Incorporating Generative AI-Based Word Prediction accepted at 2024 IEEE Brain Discovery & Neurotechnology Workshop.
• 2024.07.29
  Asilomar P3T: A Transformer Model for Enhancing Character Recognition Rates in P300 Speller Systems accepted at Asilomar ACSSC 2024.

🏆 Awards & Honors

• 2026.01.06
  Award Selected as a finalist in the EMBC 2026 Student Paper Competition, 2026 48th Annual International Conference of Engineering in Medicine and Biology in Toronto, Canada.
• 2026.01.06
  Award Research Excellence Award, 2025–2026 Cycle for ECE Development and Research Excellence Award.
• 2025.03.04
  Award Travel Award, 2024–2025 Research & Conference Travel Award by School of Graduate Studies (SGS).
• 2025.02.28
  Award Travel Award, 2024–2025 Rutgers Brain Health Institute Trainee Travel Award.
• 2024.09.20
  Award Travel Award, 2024 IEEE Brain Discovery & Neurotechnology Workshop.
• 2024.05.10
  Award Best TA Award, Rutgers ECE Department, 2023 Fall.

🎉 Career Milestones

• 2026.09.28
  Career Joined EMOTIV as an AI Research Scientist.
• 2024.10.01
  Career Started as Foundation Model / Generative AI Intern at EMOTIV.