Siyuan Qi

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (52) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

👑 Triple Crown 🏆 Grand Slam 🧬 Topic Evolution 🤝 Dynamic Duo (14) 🚀 Conference Pioneer ❓ The Questioner ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🌈 Renaissance Researcher (5) 📈 Trend Setter 🗃️ Keyword Collector (129)

Venues

NeurIPS (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

Artificial Intelligence (13) Core AI (13) Deep Learning (9) Machine Learning (8) Computer Vision (6) Analysis (5) Learning Types (5) Optimization & Theory (5) Mathematics & Optimization (4) Natural Language Processing (4) Reinforcement Learning (4) Architectures (4) Learning Paradigms (4) Resources & Methods (4) Bayesian & Probabilistic (3)

Keywords

large language model (4) multi-agent system (4) reinforcement learning (3) transfer learning (3) human-object interaction (2) knowledge editing (2) visual prompt tuning (2) object detection (2) 3d object detection (2) partial observation (2) probabilistic modeling (1) policy gradient (1) structure learning (1) probabilistic inference (1) scene understanding (1) action recognition (1) decision making (1) preference alignment (1) bayesian inference (1) few-shot learning (1)

Papers

Differentiable Information Enhanced Model-Based Reinforcement Learning AAAI 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions ICLR 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge ICLR 2025 A Contextual Combinatorial Bandit Approach to Negotiation ICML 2024 AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making NeurIPS 2024 Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024 CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents ICLR 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 NeurIPS 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs NeurIPS 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 Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense ICCV 2019 Learning Compositional Neural Information Fusion for Human Parsing ICCV 2019 PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points NeurIPS 2019 Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019 Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation NeurIPS 2018 Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction ICML 2018 Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image ECCV 2018 Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR 2018 Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV 2018 Predicting Human Activities Using Stochastic Grammar ICCV 2017