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Postdoc Researcher @ UNSW Sydney
- Sydney, Australia
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01:21
(UTC +10:00) - https://www.linkedin.com/in/nktoan99/
- https://scholar.google.com/citations?user=G44wtd4AAAAJ&hl=en&authuser=3
- https://nktoan.github.io
Highlights
- Pro
Stars
[NeurIPS 2025] Official Implementation of paper "Sherlock: Self-Correcting Reasoning in Vision-Language Models"
[ICLR 2026 Oral] Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
A curated list of papers on time series foundation models, LLM4TS and agentic time series systems.
[CVPR 2026] [Best Paper Finalist] [Oral] Official repository of Vision Test-Time Training
Towards Holistic evaluation of Generative Diffusion Transformers!
[CVPR2026] LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
Patched Attention for Nonlinear Dynamics [ICLR 2026]
This is the official implementation of our NeurIPS 2025 paper "Gated Integration of Low-Rank Adaptation for Continual Learning of Large Language Models".
Code, data and weights for the paper **What drives success in physical planning with Joint-Embedding Predictive World Models?**
(ICML'26 spotlight): Steer Like the LLM: Activation Steering that Mimics Prompting
Official implementation of: "Dream-MPC: Gradient-Based Model Predictive Control with Latent Imagination" by Spieler & Behnke. ICML 2026
Chronos: Pretrained Models for Time Series Forecasting
Official code for ICLR 2026 Oral: Plug-and-Play Compositionality for Boosting Continual Learning with Foundation Models
The offical repo for "LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling"
[ICLR 2026] Official code for TraceRL: Revolutionizing post-training for Diffusion LLMs, powering the SOTA TraDo series.
[CVPR 2026 Highlight, the CVPR Compute Gold Star] Offical code for "FastGS: Training 3D Gaussian Splatting in 100 Seconds"
Official Repo of "D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models"
Source code for paper Reviving Error Correction in Modern Deep Time-Series Forecasting
repository for training action-conditioned latent diffusion world models for robot video generation
RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios