Research Highlights

Research Highlights

  • [ AAAI 2026 ] DialogXpert: Driving Intelligent and Emotion-Aware Conversations Through Online Value-Based Reinforcement Learning with LLM Priors A/Prof. Dr. Soon Lay Ki, Dr. Lim Wern Han, et al.
  • [ AAAI 2026 ] FLAG-4D: Flow-Guided Local-Global Dual-Deformation Model for 4D Reconstruction Dr. Arghya Pal, Dr. Sailaja Rajanala, Prof. Raphael C W Phan, A/Prof. Chee-Ming Ting, et al.
  • [ ICASSP 2026 ] Super-Resolution Diffusion Model for Explainable Microscopic Peripheral Blood Cell Image Synthesis Prof. Raphael C W Phan, A/Prof. Chee-Ming TIng, et al.
  • [ ICASSP 2026 ] Endocaver: Handling Fog, Blur and Glare in Endoscopic Images Via Joint Deblurring-Segmentation Prof. Raphael C W Phan, et al.
  • [ ICME 2026 ] UniSign: Continuous Sign Language Synthesis via Multi-Conditioned Diffusion Prof. KokSheik Wong, A/Prof. Dr. Soon Lay Ki, et al.
  • [ ICIP 2026 ] Seeing Roads Through Words: A Language-Guided Framework For Rgb-T Driving Scene Segmentation Dr. Ganesh, et al.
  • [ ICLR 2026 ] Functional MRI Time Series Generation via Wavelet-Based Image Transform and Spectral Flow Matching for Brain Disorder Identification Prof. Raphael CW Phan, A/Prof. Chee-Ming Ting, et al.
  • [ ICASSP 2026 ] SIGN-SALD: A SKELETON-AWARE LATENT DIFFUSION MODEL FOR TEXT-DRIVEN SIGN LANGUAGE PRODUCTION KokSheik Wong, Lay Ki Soon, et al.
  • [ ICASSP 2026 ] PHYSHDR: WHEN LIGHTING MEETS MATERIALS AND SCENE GEOMETRY IN HDR RECONSTRUCTION Ganesh Krishnasamy, KokSheik Wong, et al.
  • [ ICASSP 2025 ] GENIE: Socially Unbiased Generative Text-to-Image Editing Sailaja Rajanala, Prof. Raphaël C-W Phan, Prof. Ingemar J. Cox, Arghya Pal, et al.
  • [ MICCAI 2025 ] Adaptive Graph Learning with Multi-graph Convolutions for Brain Disorder Classification Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao, Chee-Ming Ting
  • [ ICASSP 2025 ] ST-HCSS: Deep Spatio-Temporal Hypergraph Convolutional Neural Network for Soft Sensing Dr. Loo Junn Yong, A/Prof. Ting Chee Ming, et al.
  • [ NeurIPS 2025 ] GMM-based VAE model with Normalizing Flow for effective stochastic segmentation Chern Hong Lim, et al.
  • [ ICIP 2024 ] HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation Dr. Ganesh Krishnasamy, A/Prof. KokSheik Wong, et al.
  • [ ACM MM 2024 ] Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition Dr. Lim Mei Kuan, Dr. Chong Chun Yong, et al.
  • [ ISBI 2024 ] FMRI Functional Connectivity Augmentation Using Convolutional Generative Adversarial Networks For Brain Disorder Classification A/Prof. Dr Ting, Prof. Raphael Phan, Dr. Fuad, et al.
  • [ ICME 2024 ] Music Form Analysis: A Case Study Of The Theme And Variations Form A/Prof. Wong (KS), A/Prof. Vishnu, et al.
  • [ ICASSP 2024 ] Causally Uncovering Bias in Video Micro-expression Recognition Prof. Raphael Phan, et al.
  • [ ICASSP 2024 ] BrainFC-CGAN: A Conditional Generative Adversarial Network for Brain Functional Connectivity Augmentation & Aging Synthesis A/Prof. Dr Ting, Prof. Raphael Phan, et al.
  • [ ICIP 2023 ] A Unified Framework for Static and Dynamic Functional Connectivity Augmentation for Multi-Domain Brain Disorder Classification A/Prof. Dr. Ting, et al.
  • [ ICIP 2023 ] USURP: Universal Single-Source Adversarial Perturbations on Multimodal Emotion Recognition Prof. Dr. Raphael, et al.
  • [ ICIP 2023 ] SCRATCHHOI: Training human-object interaction detectors from scratch A/Prof. Vishnu, et al.
  • [ EMNLP 2023 ] Can ChatGPT perform reasoning using the IRAC Method in analyzing legal scenarios like a lawyer? Dr. Soon, et al.
  • [ ICRA 2023 ] Cross-domain transfer learning and state inference for soft robots via a semi-supervised sequential variational bayes framework Dr. Loo Junn Yong, et al.
  • [ ICASSP 2023 ] Self Supervised Bert For Legal Text Classification Dr. Arghya, Dr. Sailaja, et al.
  • [ IEEE T-IFS 2023 ] Attacking Mouse Dynamics Authentication using Novel Wasserstein Conditional DCGAN Dr. Arunava, et al.
  • [ IEEE TIP 2023 ] ERNet: An Efficient and Reliable Human-Object Interaction Detection Network A/Prof. Dr. Vishnu, et al.
  • [ ISCE 2023 ] [Two papers accepted for presentation] Dr. Chong, Dr. Lim (MK)
  • [ MICCAI 2023 ] RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection A/Prof. Ting, Dr. Ting Fung Fung, Prof. Raphael Phan, et al.