Siyuan Qi

23 papers · 2017–2025 · 8 conferences · across top CS/AI conferences

Achievements

+13 more ↓

🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge

🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (50) 🧭 Keyword Pioneer 👑 Triple Crown 🧬 Topic Evolution 🏆 Grand Slam 🤝 Dynamic Duo (14) 🚀 Conference Pioneer 💎 Century Club (23) ⚡ Prolific Year (5) 🗃️ Keyword Collector (109) ❓ The Questioner 📈 Trend Setter

Conferences

NIPS (5) ICCV (4) ICLR (4) CVPR (3) AAAI (2) ECCV (2) ICML (2) ACL (1)

Top co-authors

Song-chun Zhu (14) Wenguan Wang (6) Siyuan Huang (6) Yixin Zhu (6) Yaodong Yang (4) Zilong Zheng (4) Jianbing Shen (3) Xiaoyuan Zhang (3) Yifan Zhong (3) Qifan Wang (2)

Research topics

Probability (1)

Keywords

multi-agent system (3) transfer learning (2) large language model (2) object detection (2) human-object interaction (2) reinforcement learning (2) 3d object detection (2) probabilistic modeling (1) scene understanding (1) action recognition (1) decision making (1) policy gradient (1) structure learning (1) probabilistic inference (1) bayesian inference (1) few-shot learning (1) preference alignment (1) knowledge transfer (1) preference optimization (1) preference learning (1)

Papers

MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge ICLR 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions ICLR 2025 Differentiable Information Enhanced Model-Based Reinforcement Learning AAAI 2025 CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents ICLR 2024 Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024 A Contextual Combinatorial Bandit Approach to Negotiation ICML 2024 AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making NIPS 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs NIPS 2024 Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning? ICLR 2024 Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games NIPS 2024 E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning ICCV 2023 Cascaded Human-Object Interaction Recognition CVPR 2020 Theory-Based Causal Transfer:Integrating Instance-Level Induction and Abstract-Level Structure Learning AAAI 2020 Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019 PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points NIPS 2019 Learning Compositional Neural Information Fusion for Human Parsing ICCV 2019 Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense ICCV 2019 Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image ECCV 2018 Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR 2018 Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation NIPS 2018 Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV 2018 Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction ICML 2018 Predicting Human Activities Using Stochastic Grammar ICCV 2017