Publications

* means equal contribution. Click the image for better visualization.

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  R-AVST: Empowering Video-LLMs with Fine-Grained Spatio-Temporal Reasoning in Complex Audio-Visual Scenarios

  Lu Zhu*, Tiantian Geng*, Yangye Chen, Teng Wang, Ping Lu, Feng Zheng

  AAAI 2026 [Paper] [Code] [Data]
• 
  LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos

  Tiantian Geng, Jinrui Zhang, Qingni Wang, Teng Wang, Jinming Duan, Feng Zheng

  CVPR 2025 [Paper] [Project] [Code] [Data]
• 
  UniAV: Unified Audio-Visual Perception for Multi-Task Video Event Localization

  Tiantian Geng, Teng Wang, Jinming Duan, Yanfu Zhang, Weili Guan, Feng Zheng, Ling Shao

  TPAMI 2025 [Paper] [Code]
• 
  Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models

  Qingni Wang, Tiantian Geng, Zhiyuan Wang, Teng Wang, Bo Fu, Feng Zheng

  ICLR 2025 Spotlight [Paper]
• 
  Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline

  Tiantian Geng, Teng Wang, Jinming Duan, Runmin Cong, Feng Zheng

  CVPR 2023 [Paper] [Project] [Code] [Data]
• 
  Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs

  Jingfei Xia, Mingchen Zhuge, Tiantian Geng, Shun Fan, Yuantai Wei, Zhenyu He, Feng Zheng

  AAAI 2023 [Paper]
• 
  Spatial-Temporal Pyramid Graph Reasoning for Action Recognition

  Tiantian Geng, Feng Zheng, Xiaorong Hou, Ke Lu, Guo-Jun Qi, Ling Shao

  TIP 2022 [Paper]