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Siqi Shen

27 papers at tracked venues · 23 at CORE A* · active 2024–2026

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Venues

AAAI ×7CVPR ×4NeurIPS ×4EMNLP ×2ICCV ×2ACM MM ×1CHI ×1ICDE ×1ICLR ×1ICML ×1IJCAI ×1NAACL ×1VLDB ×1

Frequent coauthors

Cheng Wang
×19
Chenglu Wen
×9
Yu Guo
×4
Weiquan Liu
×4
Yu Zang
×4
Shijun Zheng
×3
Ming Cheng
×3
Qingshan Xu
×3
Yudi Dai
×3
Lan Xu
×3
Chenxing Lin
×3
Chennan Ma
×3

Papers

  1. DashChat: Interactive Authoring of Performance Dashboard Design Prototypes through Conversation with LLM-Powered Agents
    CHI 2026 · Siqi Shen,
    Ziyue Lin
    ,
    Honghui Mei
    ,
    Wanchen Liu
    ,
    Chengye Xin
    ,
    Wenzhuo Dai
    ,
    Siming Chen
    ,
    Xiao Wen
    ,
    Xingyu Lan
  2. Physically-Based LiDAR Smoke Simulation for Robust 3D Object Detection
    AAAI 2026 ·
    Shijun Zheng
    ,
    Yu Guo
    ,
    Weiquan Liu
    ,
    Yu Zang
    , Siqi Shen,
    Ming Cheng
    ,
    Cheng Wang
  3. Walking Further: Semantic-Aware Multimodal Gait Recognition Under Long-Range Conditions
    AAAI 2026 ·
    Zhiyang Lu
    ,
    Wen Jiang
    ,
    Tianren Wu
    ,
    Zhichao Wang
    ,
    Changwang Zhang
    , Siqi Shen,
    Ming Cheng
  4. A New Adversarial Perspective for LiDAR-based 3D Object Detection
    AAAI 2025 ·
    Shijun Zheng
    ,
    Weiquan Liu
    ,
    Yu Guo
    ,
    Yu Zang
    , Siqi Shen,
    Cheng Wang
  5. Boosting Adversarial Transferability through Augmentation in Hypothesis Space
    CVPR 2025 ·
    Yu Guo
    ,
    Weiquan Liu
    ,
    Qingshan Xu
    ,
    Shijun Zheng
    ,
    Shujun Huang
    ,
    Yu Zang
    , Siqi Shen,
    Chenglu Wen
    ,
    Cheng Wang
  6. ClimbingCap: Multi-Modal Dataset and Method for Rock Climbing in World Coordinate
    CVPR 2025 ·
    Ming Yan
    ,
    Xincheng Lin
    ,
    Yuhua Luo
    ,
    Shuqi Fan
    ,
    Yudi Dai
    ,
    Qixin Zhong
    ,
    Lincai Zhong
    ,
    Yuexin Ma
    ,
    Lan Xu
    ,
    Chenglu Wen
    , Siqi Shen,
    Cheng Wang
  7. ConDo: Continual Domain Expansion for Absolute Pose Regression
    AAAI 2025 ·
    Zijun Li
    ,
    Zhipeng Cai
    ,
    Bochun Yang
    ,
    Xuelun Shen
    , Siqi Shen,
    Xiaoliang Fan
    ,
    Michael Paulitsch
    ,
    Cheng Wang
  8. DoF: A Diffusion Factorization Framework for Offline Multi-Agent Reinforcement Learning
    ICLR 2025 ·
    Chao Li
    ,
    Ziwei Deng
    ,
    Chenxing Lin
    ,
    Wenqi Chen
    ,
    Yongquan Fu
    ,
    Weiquan Liu
    ,
    Chenglu Wen
    ,
    Cheng Wang
    , Siqi Shen
  9. GradPS: Resolving Futile Neurons in Parameter Sharing Network for Multi-Agent Reinforcement Learning
    ICML 2025 ·
    Haoyuan Qin
    ,
    Zhengzhu Liu
    ,
    Chenxing Lin
    ,
    Chennan Ma
    ,
    Songzhu Mei
    , Siqi Shen,
    Cheng Wang
  10. L2RSI: Cross-view LiDAR-based Place Recognition for Large-scale Urban Scenes via Remote Sensing Imagery
    NeurIPS 2025 ·
    Ziwei Shi
    ,
    Xiaoran Zhang
    ,
    Wenjing Xu
    ,
    Yan Xia
    ,
    Yu Zang
    , Siqi Shen,
    Cheng Wang
  11. LightLoc: Learning Outdoor LiDAR Localization at Light Speed
    CVPR 2025 ·
    Wen Li
    ,
    Chen Liu
    ,
    Shangshu Yu
    ,
    Dunqiang Liu
    ,
    Yin Zhou
    , Siqi Shen,
    Chenglu Wen
    ,
    Cheng Wang
  12. PlanU: Large Language Model Reasoning through Planning under Uncertainty
    NeurIPS 2025 ·
    Ziwei Deng
    ,
    Mian Deng
    ,
    Chenjing Liang
    ,
    Zeming Gao
    ,
    Chennan Ma
    ,
    Chenxing Lin
    ,
    Haipeng Zhang
    ,
    Songzhu Mei
    , Siqi Shen,
    Cheng Wang
  13. Pretend Benign: A Stealthy Adversarial Attack by Exploiting Vulnerabilities in Cooperative Perception
    ICCV 2025 ·
    Hongwei Lin
    ,
    Dongyu Pan
    ,
    Qiming Xia
    ,
    Hai Wu
    ,
    Cheng Wang
    , Siqi Shen,
    Chenglu Wen
  14. RALoc: Enhancing Outdoor LiDAR Localization via Rotation Awareness
    ICCV 2025 ·
    Yuyang Yang
    ,
    We Li
    ,
    Sheng Ao
    ,
    Qingshan Xu
    ,
    Shangshu Yu
    ,
    Yu Guo
    ,
    Yin Zhou
    , Siqi Shen,
    Cheng Wang
  15. Revisiting LLM Value Probing Strategies: Are They Robust and Expressive?
    EMNLP 2025 · Siqi Shen,
    Mehar Singh
    ,
    Lajanugen Logeswaran
    ,
    Moontae Lee
    ,
    Honglak Lee
    ,
    Rada Mihalcea
  16. SiriusBI: A Comprehensive LLM-powered Solution for Data Analytics in Business Intelligence
    VLDB 2025 ·
    Jie Jiang
    ,
    Haining Xie
    , Siqi Shen,
    Yu Shen
    ,
    Zihan Zhang
    ,
    Meng Lei
    ,
    Yifeng Zheng
    ,
    Yang Li
    ,
    Chunyou Li
    ,
    Danqing Huang
    ,
    Yinjun Wu
    ,
    Wentao Zhang
    ,
    Xiaofeng Yang
    ,
    Bin Cui
    ,
    Peng Chen
  17. Text to Point Cloud Localization with Multi-Level Negative Contrastive Learning
    AAAI 2025 ·
    Dunqiang Liu
    ,
    Shujun Huang
    ,
    Wen Li
    , Siqi Shen,
    Cheng Wang
  18. Towards Scalable and Efficient Graph Structure Learning
    ICDE 2025 · Siqi Shen,
    Wentao Zhang
    ,
    Chengshuo Du
    ,
    Chong Chen
    ,
    Fangcheng Fu
    ,
    Yingxia Shao
    ,
    Bin Cui
  19. Bridging LiDAR Gaps: A Multi-LiDARs Domain Adaptation Dataset for 3D Semantic Segmentation
    IJCAI 2024 ·
    Shaoyang Chen
    ,
    Bochun Yang
    ,
    Yan Xia
    ,
    Ming Cheng
    , Siqi Shen,
    Cheng Wang
  20. HmPEAR: A Dataset for Human Pose Estimation and Action Recognition
    ACM MM 2024 ·
    Yitai Lin
    ,
    Zhijie Wei
    ,
    Wanfa Zhang
    ,
    Xiping Lin
    ,
    Yudi Dai
    ,
    Chenglu Wen
    , Siqi Shen,
    Lan Xu
    ,
    Cheng Wang
  21. Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
    NeurIPS 2024 ·
    Kezheng Xiong
    ,
    Haoen Xiang
    ,
    Qingshan Xu
    ,
    Chenglu Wen
    , Siqi Shen,
    Jonathan Jun Li
    ,
    Cheng Wang
  22. Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes
    AAAI 2024 ·
    Jingyi Zhang
    ,
    Qihong Mao
    ,
    Guosheng Hu
    , Siqi Shen,
    Cheng Wang
  23. RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method
    CVPR 2024 ·
    Ming Yan
    ,
    Yan Zhang
    ,
    Shuqiang Cai
    ,
    Shuqi Fan
    ,
    Xincheng Lin
    ,
    Yudi Dai
    , Siqi Shen,
    Chenglu Wen
    ,
    Lan Xu
    ,
    Yuexin Ma
    ,
    Cheng Wang
  24. SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration
    AAAI 2024 ·
    Kezheng Xiong
    ,
    Maoji Zheng
    ,
    Qingshan Xu
    ,
    Chenglu Wen
    , Siqi Shen,
    Cheng Wang
  25. The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization
    NeurIPS 2024 ·
    Haoyuan Qin
    ,
    Chennan Ma
    ,
    Mian Deng
    ,
    Zhengzhu Liu
    ,
    Songzhu Mei
    ,
    Xinwang Liu
    ,
    Cheng Wang
    , Siqi Shen
  26. The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models
    EMNLP 2024 ·
    Siyang Liu
    ,
    Trisha Maturi
    ,
    Bowen Yi
    , Siqi Shen,
    Rada Mihalcea
  27. Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense
    NAACL 2024 · Siqi Shen,
    Lajanugen Logeswaran
    ,
    Moontae Lee
    ,
    Honglak Lee
    ,
    Soujanya Poria
    ,
    Rada Mihalcea