PPaperPicks

Roger Zimmermann

National University of Singapore (NUS)

26 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7410-2590 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×4ACM MM ×4WWW ×4ICDE ×2ICLR ×2ACL ×1CHI ×1CIKM ×1CVPR ×1ECAI ×1ECML-PKDD ×1ICML ×1IJCAI ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Yuxuan Liang
×10
Yifang Yin
×7
Wei Ji
×5
Xu Liu
×4
Qingsong Wen
×4
Yuan Xie
×4
Mengze Li
×3
Siru Zhong
×3
Yutong Xia
×3
Jingqiao Xiu
×2
You Qin
×2
Li Li
×2

Papers

  1. OSCBench: Benchmarking Object State Change in Text-to-Video Generation
    ACL 2026 ·
    Xianjing Han
    ,
    Bin Zhu
    ,
    Shiqi Hu
    ,
    Franklin Mingzhe Li
    ,
    Patrick Carrington
    , Roger Zimmermann,
    Jingjing Chen
  2. Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation
    AAAI 2025 ·
    Jingqiao Xiu
    ,
    Mengze Li
    ,
    Zongxin Yang
    ,
    Wei Ji
    ,
    Yifang Yin
    , Roger Zimmermann
  3. Generalized Video Moment Retrieval
    ICLR 2025 ·
    You Qin
    ,
    Qilong Wu
    ,
    Yicong Li
    ,
    Wei Ji
    ,
    Li Li
    ,
    Pengcheng Cai
    ,
    Lina Wei
    , Roger Zimmermann
  4. Human Robot Interaction for Blind and Low Vision People: A Systematic Literature Review
    CHI 2025 ·
    Yize Wei
    ,
    Nathan Rocher
    ,
    Chitralekha Gupta
    ,
    Mia Huong Nguyen
    , Roger Zimmermann,
    Wei Tsang Ooi
    ,
    Christophe Jouffrais
    ,
    Suranga Nanayakkara
  5. Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning
    CVPR 2025 ·
    Na Zheng
    ,
    Xuemeng Song
    ,
    Xue Dong
    ,
    Aashish Nikhil Ghosh
    ,
    Liqiang Nie
    , Roger Zimmermann
  6. Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
    ICML 2025 ·
    Xu Liu
    ,
    Juncheng Liu
    ,
    Gerald Woo
    ,
    Taha Aksu
    ,
    Yuxuan Liang
    , Roger Zimmermann,
    Chenghao Liu
    ,
    Junnan Li
    ,
    Silvio Savarese
    ,
    Caiming Xiong
    ,
    Doyen Sahoo
  7. Multimodal Learning for Spatio-Temporal Data Mining
    ACM MM 2025 ·
    Siru Zhong
    ,
    Xixuan Hao
    ,
    Hao Miao
    ,
    Yan Zhao
    ,
    Qingsong Wen
    , Roger Zimmermann,
    Yuxuan Liang
  8. PBSM: Predictive Bi-Preference Stable Matching in Spatial Crowdsourcing
    ICDE 2025 ·
    Yuan Xie
    ,
    Yumeng Liu
    ,
    Xu Zhou
    ,
    Yifang Yin
    ,
    Kenli Li
    , Roger Zimmermann
  9. Self-Perturbed Anomaly-Aware Graph Dynamics for Multivariate Time-Series Anomaly Detection
    NeurIPS 2025 ·
    Jinyu Cai
    ,
    Yuan Xie
    ,
    Glynnis Lim
    ,
    Yifang Yin
    , Roger Zimmermann,
    See-Kiong Ng
  10. The International Workshop on Spatio-Temporal Data Mining from the Web
    WWW 2025 ·
    Yuxuan Liang
    ,
    Hao Xue
    ,
    Ming Jin
    ,
    Flora Salim
    ,
    Qingsong Wen
    ,
    Yong Li
    , Roger Zimmermann,
    Yu Zheng
  11. Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications
    AAAI 2025 ·
    Yutong Xia
    ,
    Runpeng Yu
    ,
    Yuxuan Liang
    ,
    Xavier Bresson
    ,
    Xinchao Wang
    , Roger Zimmermann
  12. CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling
    ACM MM 2024 ·
    Yunshan Ma
    ,
    Yingzhi He
    ,
    Wenjun Zhong
    ,
    Xiang Wang
    , Roger Zimmermann,
    Tat-Seng Chua
  13. Graph Lottery Ticket Automated
    ICLR 2024 ·
    Guibin Zhang
    ,
    Kun Wang
    ,
    Wei Huang
    ,
    Yanwei Yue
    ,
    Yang Wang
    , Roger Zimmermann,
    Aojun Zhou
    ,
    Dawei Cheng
    ,
    Jin Zeng
    ,
    Yuxuan Liang
  14. Hierarchical Debiasing and Noisy Correction for Cross-domain Video Tube Retrieval
    ACM MM 2024 ·
    Jingqiao Xiu
    ,
    Mengze Li
    ,
    Wei Ji
    ,
    Jingyuan Chen
    ,
    Hanbin Zhao
    ,
    Shin'ichi Satoh
    , Roger Zimmermann
  15. LaDe: The First Comprehensive Last-mile Express Dataset from Industry
    SIGKDD 2024 ·
    Lixia Wu
    ,
    Haomin Wen
    ,
    Haoyuan Hu
    ,
    Xiaowei Mao
    ,
    Yutong Xia
    ,
    Ergang Shan
    ,
    Jianbin Zheng
    ,
    Junhong Lou
    ,
    Yuxuan Liang
    ,
    Liuqing Yang
    , Roger Zimmermann,
    Youfang Lin
    ,
    Huaiyu Wan
  16. Panoptic Scene Graph Generation with Semantics-Prototype Learning
    AAAI 2024 ·
    Li Li
    ,
    Wei Ji
    ,
    Yiming Wu
    ,
    Mengze Li
    ,
    You Qin
    ,
    Lina Wei
    , Roger Zimmermann
  17. Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach
    IJCAI 2024 ·
    Huaiwu Zhang
    ,
    Yutong Xia
    ,
    Siru Zhong
    ,
    Kun Wang
    ,
    Zekun Tong
    ,
    Qingsong Wen
    , Roger Zimmermann,
    Yuxuan Liang
  18. Prompt-Based Spatio-Temporal Graph Transfer Learning
    CIKM 2024 ·
    Junfeng Hu
    ,
    Xu Liu
    ,
    Zhencheng Fan
    ,
    Yifang Yin
    ,
    Shili Xiang
    ,
    Savitha Ramasamy
    , Roger Zimmermann
  19. Reinventing Node-centric Traffic Forecasting for Improved Accuracy and Efficiency
    ECML-PKDD 2024 ·
    Xu Liu
    ,
    Yuxuan Liang
    ,
    Chao Huang
    ,
    Hengchang Hu
    ,
    Yushi Cao
    ,
    Bryan Hooi
    , Roger Zimmermann
  20. SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection
    AAAI 2024 ·
    Qiu Zhou
    ,
    Jinming Cao
    ,
    Hanchao Leng
    ,
    Yifang Yin
    ,
    Yu Kun
    , Roger Zimmermann
  21. Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification
    ACM MM 2024 ·
    Yuan Xie
    ,
    Yichen Zhang
    ,
    Yifang Yin
    ,
    Sheng Zhang
    ,
    Ying Zhang
    ,
    Rajiv Ratn Shah
    , Roger Zimmermann,
    Guoqing Xiao
  22. Trajectory-Aware Task Coalition Assignment in Spatial Crowdsourcing (Extended Abstract)
    ICDE 2024 ·
    Yuan Xie
    ,
    Fan Wu
    ,
    Xu Zhou
    ,
    Wensheng Luo
    ,
    Yifang Yin
    , Roger Zimmermann,
    Keqin Li
    ,
    Kenli Li
  23. UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting
    WWW 2024 ·
    Xu Liu
    ,
    Junfeng Hu
    ,
    Yuan Li
    ,
    Shizhe Diao
    ,
    Yuxuan Liang
    ,
    Bryan Hooi
    , Roger Zimmermann
  24. Unveiling Learner Dynamics: The ECLIPSE Dataset and NeuralGaze Framework for Prolonged Engagement Assessment in Online Learning
    ECAI 2024 ·
    Avinash Anand
    ,
    Avni Mittal
    ,
    Laavanaya Dhawan
    ,
    Mahisha Ramesh
    ,
    Juhi Krishnamurthy
    ,
    Naman Lal
    ,
    Raj Jaiswal
    ,
    Pijush Bhuyan
    ,
    Himani
    ,
    Astha Verma
    ,
    Rajiv Ratn Shah
    , Roger Zimmermann,
    Shin'ichi Satoh
  25. UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
    WWW 2024 ·
    Yibo Yan
    ,
    Haomin Wen
    ,
    Siru Zhong
    ,
    Wei Chen
    ,
    Haodong Chen
    ,
    Qingsong Wen
    , Roger Zimmermann,
    Yuxuan Liang
  26. Weakly Supervised Video Moment Retrieval via Location-irrelevant Proposal Learning
    WWW 2024 ·
    Wei Ji
    ,
    Ruiqi Shi
    ,
    Yinwei Wei
    ,
    Shanshan Zhao
    , Roger Zimmermann