About Me
I am a CS PhD candidate in Computer Vision (3D Scene Understanding) at The University of Sydney (USYD) advised by A/Prof. Weidong Cai (USYD) and A/Prof. Yang Song (UNSW). Previously, I got my bachelor degree at USYD, with First-Class Honours and University Medal (H1M) received in Computer Science (Medical Image Computing).
Projects
* A full list of my publications can be found in my Google Scholar.
A Few Random Thoughts
- ebatch: makes sbatch easier (SLURM helper)!
adding one single word to launch sbatch (e.g.,ebatch "echo Hello World!"). - [2023.02] Our historic mission (as human being) is probably, to produce so-called 'human-alike behavior' data, which contains co-occurance patterns for machines to encode, learn, memorize, and ultimately, evolve ...
- python-dprint: an easy-to-use debug-print package for deep learning studies (colorful print with calling positions)
try install it (pip install pydprint),
import it (from pydprint import dprint), and
debug it (loss = loss_node + dprint(loss_edge)) ! - comm_ddp: an easy-to-use communication tools for pytorch-DDP (single-node with multi-GPUs)
try install it (pip install comm-ddp),
import it (from comm_ddp import comm), and
launch it (comm.launch_DDP()) !
* note: wrap the model with DDP and launch it via torchrun -> see here - Remote development tips for junior CS remote students (2022: too old too naive...);
Research Experience
- Research Scientist Intern, Facebook AI Research (FAIR), Meta AI , 2022 - Now
- Visiting PhD Student at MIT-IBM Watson AI Lab , 2021 - 2022
- PG. Research Engineer, USYD (Multimedia Lab) - joint R&D projects with Brain and Mind Centre, Sydney Nano Institute, USYD Pharmacy School, UNSW Chemistry School, SJTU Biomedicine Center and Harvard Medical School, 2019 - 2021
- UG. Research Assistant, Sydney Neuroimaging Analysis Centre (SNAC), 2018 - 2019
- Summer Research Scholar, Commonwealth Scientific and Industrial Research Organisation (CSIRO) Data61 (f.k.a., NICTA), 2016 - 2017
- ML Engineer, University of Technology Sydney (UTS), 2016
Academic Service
- I served as Conference Reviewer for CVPR 2021, 2022, 2023; ICCV 2021, 2023; ECCV 2022; NeurIPS 2022; AAAI 2021; MICCAI 2020, 2021, 2022; WACV 2019; DICTA 2020; ICASSP 2020; ISBI 2021; EMBC 2020
- I served as Journal Reviewer for IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Medical Imaging (TMI), IEEE Transactions on Multimedia (ToM), IEEE Transactions on Cognitive and Developmental Systems (TCDS), Neurocomputing
- I taught these courses at The Unversity of Sydney (USYD)
- COMP3419 Graphics and Multimedia (2018-2021): Guest Lecturer; Head TA
- COMP5424 IT in Biomedicine (2019-2021): Casual Lecturer; TA
- COMP9110/INFO2110 System Analysis and Modelling (2017): Tutor
- COMP9517 Computer Vision (2019): TA; intro. research talks
- I petted an axolotl and was her name.
- I am was fascinated by lure fishing. It's so chill to cast and chinwag with buddies overnight No Big Fish in Darling Harbor any more just 'NO FISH' (corrected by my mate Junkai: just dont go pls). Nightwind is was too freaking sharp and we are fun were just young and restless and bored.
- I fancy still waters as they generally run deep.