Zimmermann, Roger

28 publications

AAAI 2025 Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation Jingqiao Xiu, Mengze Li, Zongxin Yang, Wei Ji, Yifang Yin, Roger Zimmermann

ICLR 2025 Generalized Video Moment Retrieval You Qin, Qilong Wu, Yicong Li, Wei Ji, Li Li, Pengcheng Cai, Lina Wei, Roger Zimmermann

CVPR 2025 Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning Na Zheng, Xuemeng Song, Xue Dong, Aashish Nikhil Ghosh, Liqiang Nie, Roger Zimmermann

ICML 2025 Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts Xu Liu, Juncheng Liu, Gerald Woo, Taha Aksu, Yuxuan Liang, Roger Zimmermann, Chenghao Liu, Junnan Li, Silvio Savarese, Caiming Xiong, Doyen Sahoo

NeurIPS 2025 Self-Perturbed Anomaly-Aware Graph Dynamics for Multivariate Time-Series Anomaly Detection Jinyu Cai, Yuan Xie, Glynnis Lim, Yifang Yin, Roger Zimmermann, See-Kiong Ng

AAAI 2025 Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann

ICLR 2024 Graph Lottery Ticket Automated Guibin Zhang, Kun Wang, Wei Huang, Yanwei Yue, Yang Wang, Roger Zimmermann, Aojun Zhou, Dawei Cheng, Jin Zeng, Yuxuan Liang

AAAI 2024 Panoptic Scene Graph Generation with Semantics-Prototype Learning Li Li, Wei Ji, Yiming Wu, Mengze Li, You Qin, Lina Wei, Roger Zimmermann

IJCAI 2024 Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and a Data-Driven Approach Huaiwu Zhang, Yutong Xia, Siru Zhong, Kun Wang, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang

ECML-PKDD 2024 Reinventing Node-Centric Traffic Forecasting for Improved Accuracy and Efficiency Xu Liu, Yuxuan Liang, Chao Huang, Hengchang Hu, Yushi Cao, Bryan Hooi, Roger Zimmermann

AAAI 2024 SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection Qiu Zhou, Jinming Cao, Hanchao Leng, Yifang Yin, Yu Kun, Roger Zimmermann

AAAI 2023 AirFormer: Predicting Nationwide Air Quality in China with Transformers Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann

ICCV 2023 CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training Yifang Yin, Wenmiao Hu, Zhenguang Liu, Guanfeng Wang, Shili Xiang, Roger Zimmermann

NeurIPS 2023 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment Yutong Xia, Yuxuan Liang, Haomin Wen, Xu Liu, Kun Wang, Zhengyang Zhou, Roger Zimmermann

NeurIPS 2023 LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann

WACV 2022 A Context-Enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection Yifang Yin, Wenmiao Hu, An Tran, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng

ECCV 2022 DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan

AAAI 2021 A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis Ying Zhang, Yifang Yin, Zhenguang Liu, Roger Zimmermann

AAAI 2021 Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning Yifang Yin, Harsh Shrivastava, Ying Zhang, Zhenguang Liu, Rajiv Ratn Shah, Roger Zimmermann

IJCAI 2021 Modeling Trajectories with Neural Ordinary Differential Equations Yuxuan Liang, Kun Ouyang, Hanshu Yan, Yiwei Wang, Zekun Tong, Roger Zimmermann

AAAI 2020 Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition Yaman Kumar, Dhruva Sahrawat, Shubham Maheshwari, Debanjan Mahata, Amanda Stent, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

AAAI 2020 Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data Dilruk Perera, Roger Zimmermann

AAAI 2019 Get IT Scored Using AutoSAS - An Automated System for Scoring Short Answers Yaman Kumar, Swati Aggarwal, Debanjan Mahata, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Roger Zimmermann

AAAI 2019 Lipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading Khwaja Mohd. Salik, Swati Aggarwal, Yaman Kumar, Rajiv Ratn Shah, Rohit Jain, Roger Zimmermann

AAAI 2019 Lipper: Synthesizing Thy Speech Using Multi-View Lipreading Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann

AAAI 2019 Mind Your Language: Abuse and Offense Detection for Code-Switched Languages Raghav Kapoor, Yaman Kumar, Kshitij Rajput, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Roger Zimmermann

IJCAI 2018 LSTM Networks for Online Cross-Network Recommendations Dilruk Perera, Roger Zimmermann

AAAI 2018 Multi-Modal Multi-Task Learning for Automatic Dietary Assessment Qi Liu, Yue Zhang, Zhenguang Liu, Ye Yuan, Li Cheng, Roger Zimmermann