Siqi Shen

Venues

Frequent coauthors

Papers

1. DashChat: Interactive Authoring of Performance Dashboard Design Prototypes through Conversation with LLM-Powered Agents
   CHI 2026 · Siqi Shen
2. Physically-Based LiDAR Smoke Simulation for Robust 3D Object Detection
   AAAI 2026 ·

   Shijun Zheng

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3. Walking Further: Semantic-Aware Multimodal Gait Recognition Under Long-Range Conditions
   AAAI 2026 ·

   Zhiyang Lu

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4. A New Adversarial Perspective for LiDAR-based 3D Object Detection
   AAAI 2025 ·

   Shijun Zheng

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5. Boosting Adversarial Transferability through Augmentation in Hypothesis Space
   CVPR 2025 ·

   Yu Guo

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6. ClimbingCap: Multi-Modal Dataset and Method for Rock Climbing in World Coordinate
   CVPR 2025 ·

   Ming Yan

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7. ConDo: Continual Domain Expansion for Absolute Pose Regression
   AAAI 2025 ·

   Zijun Li

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8. DoF: A Diffusion Factorization Framework for Offline Multi-Agent Reinforcement Learning
   ICLR 2025 ·

   Chao Li

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9. GradPS: Resolving Futile Neurons in Parameter Sharing Network for Multi-Agent Reinforcement Learning
   ICML 2025 ·

   Haoyuan Qin

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10. L2RSI: Cross-view LiDAR-based Place Recognition for Large-scale Urban Scenes via Remote Sensing Imagery
    NeurIPS 2025 ·

    Ziwei Shi

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11. LightLoc: Learning Outdoor LiDAR Localization at Light Speed
    CVPR 2025 ·

    Wen Li

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12. PlanU: Large Language Model Reasoning through Planning under Uncertainty
    NeurIPS 2025 ·

    Ziwei Deng

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13. Pretend Benign: A Stealthy Adversarial Attack by Exploiting Vulnerabilities in Cooperative Perception
    ICCV 2025 ·

    Hongwei Lin

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14. RALoc: Enhancing Outdoor LiDAR Localization via Rotation Awareness
    ICCV 2025 ·

    Yuyang Yang

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15. Revisiting LLM Value Probing Strategies: Are They Robust and Expressive?
    EMNLP 2025 · Siqi Shen
16. SiriusBI: A Comprehensive LLM-powered Solution for Data Analytics in Business Intelligence
    VLDB 2025 ·

    Jie Jiang

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17. Text to Point Cloud Localization with Multi-Level Negative Contrastive Learning
    AAAI 2025 ·

    Dunqiang Liu

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18. Towards Scalable and Efficient Graph Structure Learning
    ICDE 2025 · Siqi Shen
19. Bridging LiDAR Gaps: A Multi-LiDARs Domain Adaptation Dataset for 3D Semantic Segmentation
    IJCAI 2024 ·

    Shaoyang Chen

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20. HmPEAR: A Dataset for Human Pose Estimation and Action Recognition
    ACM MM 2024 ·

    Yitai Lin

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21. Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
    NeurIPS 2024 ·

    Kezheng Xiong

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22. Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes
    AAAI 2024 ·

    Jingyi Zhang

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23. RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method
    CVPR 2024 ·

    Ming Yan

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24. SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration
    AAAI 2024 ·

    Kezheng Xiong

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25. The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization
    NeurIPS 2024 ·

    Haoyuan Qin

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26. The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models
    EMNLP 2024 ·

    Siyang Liu

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27. Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense
    NAACL 2024 · Siqi Shen