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Silvio Savarese

Stanford University, Department of Computer Science, Stanford, CA, USA

31 papers at tracked venues · 20 at CORE A* · active 2024–2025

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Venues

NeurIPS ×6EMNLP ×5CVPR ×3ICLR ×3ICML ×3NAACL ×3ACL ×2ECCV ×2ICCV ×2AAAI ×1ICRA ×1

Frequent coauthors

Artemis Panagopoulou
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Jianguo Zhang
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Le Xue
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Zhiwei Liu
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Akshara Prabhakar
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Kung-Hsiang Huang
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Jierui Li
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Kexun Zhang
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Zhenhailong Wang
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Thai Quoc Hoang
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Zixian Ma
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Xu Liu
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Papers

  1. APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
    NeurIPS 2025 ·
    Akshara Prabhakar
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  2. ActionStudio: A Lightweight Framework for Data and Training of Large Action Models
    EMNLP 2025 ·
    Jianguo Zhang
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  3. BLIP-3: A Family of Open Large Multimodal Models
    ICCV 2025 ·
    Le Xue
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  4. CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments
    NAACL 2025 ·
    Kung-Hsiang Huang
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  5. CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models
    NAACL 2025 ·
    Jierui Li
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  6. Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D
    EMNLP 2025 ·
    Artemis Panagopoulou
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  7. Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
    ICLR 2025 ·
    Kexun Zhang
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  8. DyMU: Dynamic Merging and Virtual Unmerging for Efficient Variable-Length VLMs
    NeurIPS 2025 ·
    Zhenhailong Wang
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  9. LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback
    ACL 2025 ·
    Thai Quoc Hoang
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  10. LATTE: Learning to Think with Vision Specialists
    EMNLP 2025 ·
    Zixian Ma
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  11. MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
    EMNLP 2025 ·
    Zhiwei Liu
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  12. Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
    ICML 2025 ·
    Xu Liu
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  13. PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data
    ACL 2025 ·
    Juntao Tan
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  14. Reward-Guided Speculative Decoding for Efficient LLM Reasoning
    ICML 2025 ·
    Baohao Liao
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  15. SlackAgents: Scalable Collaboration of AI Agents in Workspaces
    EMNLP 2025 ·
    Zhiwei Liu
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  16. Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data
    ICCV 2025 ·
    Honglu Zhou
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  17. Text2Data: Low-Resource Data Generation with Textual Control
    AAAI 2025 ·
    Shiyu Wang
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  18. ViUniT: Visual Unit Tests for More Robust Visual Programming
    CVPR 2025 ·
    Artemis Panagopoulou
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  19. xLAM: A Family of Large Action Models to Empower AI Agent Systems
    NAACL 2025 ·
    Jianguo Zhang
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  20. APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
    NeurIPS 2024 ·
    Zuxin Liu
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  21. HIVE: Harnessing Human Feedback for Instructional Visual Editing
    CVPR 2024 ·
    Shu Zhang
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  22. How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
    ICLR 2024 ·
    Tianyu Guo
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  23. INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
    NeurIPS 2024 ·
    Hung Le
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  24. MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
    NeurIPS 2024 ·
    Anas Awadalla
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  25. OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
    NeurIPS 2024 ·
    Tianbao Xie
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  26. Online Distribution Shift Detection via Recency Prediction
    ICRA 2024 ·
    Rachel Luo
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  27. Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization
    ICLR 2024 ·
    Weiran Yao
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  28. ULIP-2: Towards Scalable Multimodal Pre-Training for 3D Understanding
    CVPR 2024 ·
    Le Xue
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  29. Unified Training of Universal Time Series Forecasting Transformers
    ICML 2024 ·
    Gerald Woo
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  30. X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-Modal Reasoning
    ECCV 2024 ·
    Artemis Panagopoulou
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  31. xGen-VideoSyn-1: High-Fidelity Text-to-Video Synthesis with Compressed Representations
    ECCV 2024 ·
    Can Qin
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