Siqi Shen

37 papers · 2020–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (4) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (79) 🔬 Deep Specialist (16) 👥 Mega-Team (22) 🤝 Dynamic Duo (25) 🏆 Grand Slam 🗃️ Keyword Collector (168) 🔥 Unstoppable (5) 💎 Century Club (35) ❓ The Questioner (2) ⚡ Prolific Year (10)

Conferences

CVPR (9) AAAI (8) NIPS (5) ACL (3) EMNLP (3) ICCV (2) ACML (1) COLING (1) CONLL (1) ICLR (1) ICML (1) IJCAI (1) NAACL (1)

Top co-authors

Cheng Wang (26) Chenglu Wen (13) Weiquan Liu (7) Rada Mihalcea (7) Yuexin Ma (6) Lan Xu (6) Yudi Dai (5) Ming Yan (4) Chennan Ma (4) Yu Zang (4)

Keywords

human pose estimation (6) point cloud (5) lidar point cloud (5) large language model (5) point cloud processing (4) domain adaptation (4) lidar localization (3) motion capture (3) 3d vision (3) autonomous vehicle (3) human motion capture (3) point cloud registration (3) multimodal learning (3) 3d human pose estimation (3) multi-agent reinforcement learning (3) autonomous driving (3) dialogue system (3) event camera (2) 3d object detection (2) contrastive learning (2)

Papers

Physically-Based LiDAR Smoke Simulation for Robust 3D Object Detection AAAI 2026

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

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

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

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

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

ConDo: Continual Domain Expansion for Absolute Pose Regression AAAI 2025

Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ACL 2025

Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CONLL 2025

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

LightLoc: Learning Outdoor LiDAR Localization at Light Speed CVPR 2025

Boosting Adversarial Transferability through Augmentation in Hypothesis Space CVPR 2025

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? EMNLP 2025

RALoc: Enhancing Outdoor LiDAR Localization via Rotation Awareness ICCV 2025

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

FTP: A Human Pose Estimation Method Integrating Temporal and Fine-Grained Feature Fusion ACML 2024

Bridging LiDAR Gaps: A Multi-LiDARs Domain Adaptation Dataset for 3D Semantic Segmentation IJCAI 2024

Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration NIPS 2024

The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization NIPS 2024

Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense NAACL 2024

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

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

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

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

Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models COLING 2024

SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization CVPR 2023

CIMI4D: A Large Multimodal Climbing Motion Dataset Under Human-Scene Interactions CVPR 2023

FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability AAAI 2023

RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization NIPS 2023

E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning NIPS 2023

SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments CVPR 2023

HSC4D: Human-Centered 4D Scene Capture in Large-Scale Indoor-Outdoor Space Using Wearable IMUs and LiDAR CVPR 2022

Knowledge Enhanced Reflection Generation for Counseling Dialogues ACL 2022

CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022

LiDARCap: Long-Range Marker-Less 3D Human Motion Capture With LiDAR Point Clouds CVPR 2022

ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization NIPS 2022

Expressive Interviewing: A Conversational System for Coping with COVID-19 EMNLP 2020