PPaperPicks

Chuan-Sheng Foo

24 papers at tracked venues · 21 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-4748-5792 ↗Homepage ↗

Venues

ICLR ×6CVPR ×5ICML ×4NeurIPS ×3AAAI ×1ACL ×1ECCV ×1EMNLP ×1ICCV ×1NAACL ×1

Frequent coauthors

Bryan Kian Hsiang Low
×9
Fayao Liu
×8
Guosheng Lin
×7
Kennard Yanting Chan
×4
Weisi Lin
×4
See-Kiong Ng
×3
Xulei Yang
×3
Jingtan Wang
×3
Zhiliang Chen
×2
Xinyuan Niu
×2
Cheng Chen
×2
Jiacheng Wei
×2

Papers

  1. Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space
    ICLR 2025 ·
    Zhiliang Chen
    ,
    Xinyuan Niu
    , Chuan-Sheng Foo,
    Bryan Kian Hsiang Low
  2. CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images
    CVPR 2025 ·
    Cheng Chen
    ,
    Jiacheng Wei
    ,
    Tianrun Chen
    ,
    Chi Zhang
    ,
    Xiaofeng Yang
    ,
    Shangzhan Zhang
    ,
    Bingchen Yang
    , Chuan-Sheng Foo,
    Guosheng Lin
    ,
    Qixing Huang
    ,
    Fayao Liu
  3. Confidence Elicitation: A New Attack Vector for Large Language Models
    ICLR 2025 ·
    Brian Formento
    , Chuan-Sheng Foo,
    See-Kiong Ng
  4. Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching
    ICLR 2025 ·
    Lile Cai
    , Chuan-Sheng Foo,
    Xun Xu
    ,
    Zaiwang Gu
    ,
    Jun Cheng
    ,
    Xulei Yang
  5. FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data
    ICCV 2025 ·
    Yiting Li
    ,
    Fayao Liu
    ,
    Jingyi Liao
    ,
    Sichao Tian
    , Chuan-Sheng Foo,
    Xulei Yang
  6. Incentivizing Time-Aware Fairness in Data Sharing
    NeurIPS 2025 ·
    Jiangwei Chen
    ,
    Kieu Thao Nguyen Pham
    ,
    Rachael Hwee Ling Sim
    ,
    Arun Verma
    ,
    Zhaoxuan Wu
    , Chuan Sheng Foo,
    Bryan Kian Hsiang Low
  7. NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric
    ICML 2025 ·
    Jingtan Wang
    ,
    Xiaoqiang Lin
    ,
    Rui Qiao
    ,
    Pang Wei Koh
    , Chuan-Sheng Foo,
    Bryan Kian Hsiang Low
  8. On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
    ICLR 2025 ·
    Yongyi Su
    ,
    Yushu Li
    ,
    Nanqing Liu
    ,
    Kui Jia
    ,
    Xulei Yang
    , Chuan-Sheng Foo,
    Xun Xu
  9. Robust-PIFu: Robust Pixel-aligned Implicit Function for 3D Human Digitalization from a Single Image
    ICLR 2025 ·
    Kennard Yanting Chan
    ,
    Fayao Liu
    ,
    Guosheng Lin
    , Chuan-Sheng Foo,
    Weisi Lin
  10. WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data
    ACL 2025 ·
    Xinyang Lu
    ,
    Jingtan Wang
    ,
    Zitong Zhao
    ,
    Zhongxiang Dai
    , Chuan-Sheng Foo,
    See-Kiong Ng
    ,
    Bryan Kian Hsiang Low
  11. 3DFG-PIFu: 3D Feature Grids for Human Digitization from Sparse Views
    ECCV 2024 ·
    Kennard Yanting Chan
    ,
    Fayao Liu
    ,
    Guosheng Lin
    , Chuan Sheng Foo,
    Weisi Lin
  12. A Unified Framework for Bayesian Optimization under Contextual Uncertainty
    ICLR 2024 ·
    Sebastian Shenghong Tay
    , Chuan-Sheng Foo,
    Daisuke Urano
    ,
    Richalynn Leong
    ,
    Bryan Kian Hsiang Low
  13. Data Distribution Valuation
    NeurIPS 2024 ·
    Xinyi Xu
    ,
    Shuaiqi Wang
    , Chuan Sheng Foo,
    Bryan Kian Hsiang Low
    ,
    Giulia Fanti
  14. Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction
    AAAI 2024 ·
    Kennard Yanting Chan
    ,
    Fayao Liu
    ,
    Guosheng Lin
    , Chuan Sheng Foo,
    Weisi Lin
  15. Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions
    ICML 2024 ·
    Jingtan Wang
    ,
    Xiaoqiang Lin
    ,
    Rui Qiao
    , Chuan-Sheng Foo,
    Bryan Kian Hsiang Low
  16. Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation
    ICML 2024 ·
    Dapeng Hu
    ,
    Jian Liang
    ,
    Xinchao Wang
    , Chuan-Sheng Foo
  17. R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human Digitalization
    CVPR 2024 ·
    Kennard Yanting Chan
    ,
    Fayao Liu
    ,
    Guosheng Lin
    , Chuan Sheng Foo,
    Weisi Lin
  18. REACTO: Reconstructing Articulated Objects from a Single Video
    CVPR 2024 ·
    Chaoyue Song
    ,
    Jiacheng Wei
    , Chuan Sheng Foo,
    Guosheng Lin
    ,
    Fayao Liu
  19. Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior
    CVPR 2024 ·
    Cheng Chen
    ,
    Xiaofeng Yang
    ,
    Fan Yang
    ,
    Chengzeng Feng
    ,
    Zhoujie Fu
    , Chuan-Sheng Foo,
    Guosheng Lin
    ,
    Fayao Liu
  20. SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks
    NAACL 2024 ·
    Brian Formento
    ,
    Wenjie Feng
    , Chuan-Sheng Foo,
    Anh Tuan Luu
    ,
    See-Kiong Ng
  21. Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components
    ICML 2024 ·
    Zhiliang Chen
    , Chuan-Sheng Foo,
    Bryan Kian Hsiang Low
  22. Towards Reliable Model Selection for Unsupervised Domain Adaptation: An Empirical Study and A Certified Baseline
    NeurIPS 2024 ·
    Dapeng Hu
    ,
    Romy Luo
    ,
    Jian Liang
    , Chuan Sheng Foo
  23. Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias
    CVPR 2024 ·
    Wenyu Zhang
    ,
    Qingmu Liu
    ,
    Felix Ong Wei Cong
    ,
    Mohamed Ragab
    , Chuan-Sheng Foo
  24. Waterfall: Scalable Framework for Robust Text Watermarking and Provenance for LLMs
    EMNLP 2024 ·
    Gregory Kang Ruey Lau
    ,
    Xinyuan Niu
    ,
    Hieu Dao
    ,
    Jiangwei Chen
    , Chuan-Sheng Foo,
    Bryan Kian Hsiang Low