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

Frequent coauthors

Caiming Xiong

×30

Huan Wang

×17

Juan Carlos Niebles

×14

Shelby Heinecke

×12

Ran Xu

×11

Zhiwei Liu

×10

Zuxin Liu

×9

Weiran Yao

×9

Jianguo Zhang

×9

Juntao Tan

×7

Le Xue

×7

Yihao Feng

×7

Papers

APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
NeurIPS 2025 ·
Akshara Prabhakar
,
Zuxin Liu
,
Ming Zhu
,
Jianguo Zhang
,
Tulika Manoj Awalgaonkar
,
Shiyu Wang
,
Zhiwei Liu
,
Haolin Chen
,
Thai Hoang
,
Juan Carlos Niebles
,
Shelby Heinecke
,
Weiran Yao
,
Huan Wang
, Silvio Savarese,
Caiming Xiong
ActionStudio: A Lightweight Framework for Data and Training of Large Action Models
EMNLP 2025 ·
Jianguo Zhang
,
Thai Hoang
,
Ming Zhu
,
Zuxin Liu
,
Shiyu Wang
,
Tulika Awalgaonkar
,
Akshara Prabhakar
,
Haolin Chen
,
Weiran Yao
,
Zhiwei Liu
,
Juntao Tan
,
Juan Carlos Niebles
,
Shelby Heinecke
,
Huan Wang
, Silvio Savarese,
Caiming Xiong
BLIP-3: A Family of Open Large Multimodal Models
ICCV 2025 ·
Le Xue
,
Manli Shu
,
Anas Awadalla
,
Jun Wang
,
An Yan
,
Senthil Purushwalkam
,
Honglu Zhou
,
Viraj Prabhu
,
Yutong Dai
,
Michael S. Ryoo
,
Shrikant Kendre
,
Jieyu Zhang
,
Shao-Yen Tseng
,
Gustavo A. Lujan-Moreno
,
Matthew L. Olson
,
Musashi Hinck
,
David Cobbley
,
Vasudev Lal
,
Can Qin
,
Shu Zhang
,
Chia-Chih Chen
,
Ning Yu
,
Juntao Tan
,
Tulika Manoj Awalgaonkar
,
Shelby Heinecke
,
Huan Wang
,
Yejin Choi
,
Ludwig Schmidt
,
Zeyuan Chen
, Silvio Savarese,
Juan Carlos Niebles
,
Caiming Xiong
,
Ran Xu
CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments
NAACL 2025 ·
Kung-Hsiang Huang
,
Akshara Prabhakar
,
Sidharth Dhawan
,
Yixin Mao
,
Huan Wang
, Silvio Savarese,
Caiming Xiong
,
Philippe Laban
,
Chien-Sheng Wu
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models
NAACL 2025 ·
Jierui Li
,
Hung Le
,
Yingbo Zhou
,
Caiming Xiong
, Silvio Savarese,
Doyen Sahoo
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D
EMNLP 2025 ·
Artemis Panagopoulou
,
Le Xue
,
Honglu Zhou
, Silvio Savarese,
Ran Xu
,
Caiming Xiong
,
Chris Callison-Burch
,
Mark Yatskar
,
Juan Carlos Niebles
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
ICLR 2025 ·
Kexun Zhang
,
Weiran Yao
,
Zuxin Liu
,
Yihao Feng
,
Zhiwei Liu
,
Rithesh R. N.
,
Tian Lan
,
Lei Li
,
Renze Lou
,
Jiacheng Xu
,
Bo Pang
,
Yingbo Zhou
,
Shelby Heinecke
, Silvio Savarese,
Huan Wang
,
Caiming Xiong
DyMU: Dynamic Merging and Virtual Unmerging for Efficient Variable-Length VLMs
NeurIPS 2025 ·
Zhenhailong Wang
,
Senthil Purushwalkam
,
Caiming Xiong
, Silvio Savarese,
Heng Ji
,
Ran Xu
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback
ACL 2025 ·
Thai Quoc Hoang
,
Kung-Hsiang Huang
,
Shirley Kokane
,
Jianguo Zhang
,
Zuxin Liu
,
Ming Zhu
,
Jake Grigsby
,
Tian Lan
,
Michael S. Ryoo
,
Chien-Sheng Wu
,
Shelby Heinecke
,
Huan Wang
, Silvio Savarese,
Caiming Xiong
,
Juan Carlos Niebles
LATTE: Learning to Think with Vision Specialists
EMNLP 2025 ·
Zixian Ma
,
Jianguo Zhang
,
Zhiwei Liu
,
Jieyu Zhang
,
Juntao Tan
,
Manli Shu
,
Juan Carlos Niebles
,
Shelby Heinecke
,
Huan Wang
,
Caiming Xiong
,
Ranjay Krishna
, Silvio Savarese
MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
EMNLP 2025 ·
Zhiwei Liu
,
Jielin Qiu
,
Shiyu Wang
,
Jianguo Zhang
,
Zuxin Liu
,
Roshan Ram
,
Haolin Chen
,
Weiran Yao
,
Shelby Heinecke
, Silvio Savarese,
Huan Wang
,
Caiming Xiong
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
ICML 2025 ·
Xu Liu
,
Juncheng Liu
,
Gerald Woo
,
Taha Aksu
,
Yuxuan Liang
,
Roger Zimmermann
,
Chenghao Liu
,
Junnan Li
, Silvio Savarese,
Caiming Xiong
,
Doyen Sahoo
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data
ACL 2025 ·
Juntao Tan
,
Liangwei Yang
,
Zuxin Liu
,
Zhiwei Liu
,
Rithesh R. N.
,
Tulika Manoj Awalgaonkar
,
Jianguo Zhang
,
Weiran Yao
,
Ming Zhu
,
Shirley Kokane
, Silvio Savarese,
Huan Wang
,
Caiming Xiong
,
Shelby Heinecke
Reward-Guided Speculative Decoding for Efficient LLM Reasoning
ICML 2025 ·
Baohao Liao
,
Yuhui Xu
,
Hanze Dong
,
Junnan Li
,
Christof Monz
, Silvio Savarese,
Doyen Sahoo
,
Caiming Xiong
SlackAgents: Scalable Collaboration of AI Agents in Workspaces
EMNLP 2025 ·
Zhiwei Liu
,
Weiran Yao
,
Zuxin Liu
,
Juntao Tan
,
Jianguo Zhang
,
Frank Wang
,
Sukhandeep Nahal
,
Huan Wang
,
Shelby Heinecke
, Silvio Savarese,
Caiming Xiong
Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data
ICCV 2025 ·
Honglu Zhou
,
Xiangyu Peng
,
Shrikant Kendre
,
Michael S. Ryoo
, Silvio Savarese,
Caiming Xiong
,
Juan Carlos Niebles
Text2Data: Low-Resource Data Generation with Textual Control
AAAI 2025 ·
Shiyu Wang
,
Yihao Feng
,
Tian Lan
,
Ning Yu
,
Yu Bai
,
Ran Xu
,
Huan Wang
,
Caiming Xiong
, Silvio Savarese
ViUniT: Visual Unit Tests for More Robust Visual Programming
CVPR 2025 ·
Artemis Panagopoulou
,
Honglu Zhou
, Silvio Savarese,
Caiming Xiong
,
Chris Callison-Burch
,
Mark Yatskar
,
Juan Carlos Niebles
xLAM: A Family of Large Action Models to Empower AI Agent Systems
NAACL 2025 ·
Jianguo Zhang
,
Tian Lan
,
Ming Zhu
,
Zuxin Liu
,
Thai Hoang
,
Shirley Kokane
,
Weiran Yao
,
Juntao Tan
,
Akshara Prabhakar
,
Haolin Chen
,
Zhiwei Liu
,
Yihao Feng
,
Tulika Manoj Awalgaonkar
,
Rithesh R. N.
,
Zeyuan Chen
,
Ran Xu
,
Juan Carlos Niebles
,
Shelby Heinecke
,
Huan Wang
, Silvio Savarese,
Caiming Xiong
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
NeurIPS 2024 ·
Zuxin Liu
,
Thai Hoang
,
Jianguo Zhang
,
Ming Zhu
,
Tian Lan
,
Shirley Kokane
,
Juntao Tan
,
Weiran Yao
,
Zhiwei Liu
,
Yihao Feng
,
Rithesh R. N.
,
Liangwei Yang
, Silvio Savarese,
Juan Carlos Niebles
,
Huan Wang
,
Shelby Heinecke
,
Caiming Xiong
HIVE: Harnessing Human Feedback for Instructional Visual Editing
CVPR 2024 ·
Shu Zhang
,
Xinyi Yang
,
Yihao Feng
,
Can Qin
,
Chia-Chih Chen
,
Ning Yu
,
Zeyuan Chen
,
Huan Wang
, Silvio Savarese,
Stefano Ermon
,
Caiming Xiong
,
Ran Xu
How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
ICLR 2024 ·
Tianyu Guo
,
Wei Hu
,
Song Mei
,
Huan Wang
,
Caiming Xiong
, Silvio Savarese,
Yu Bai
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
NeurIPS 2024 ·
Hung Le
,
Doyen Sahoo
,
Yingbo Zhou
,
Caiming Xiong
, Silvio Savarese
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
NeurIPS 2024 ·
Anas Awadalla
,
Le Xue
,
Oscar Lo
,
Manli Shu
,
Hannah Lee
,
Etash Kumar Guha
,
Sheng Shen
,
Mohamed Awadalla
, Silvio Savarese,
Caiming Xiong
,
Ran Xu
,
Yejin Choi
,
Ludwig Schmidt
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
NeurIPS 2024 ·
Tianbao Xie
,
Danyang Zhang
,
Jixuan Chen
,
Xiaochuan Li
,
Siheng Zhao
,
Ruisheng Cao
,
Toh Jing Hua
,
Zhoujun Cheng
,
Dongchan Shin
,
Fangyu Lei
,
Yitao Liu
,
Yiheng Xu
,
Shuyan Zhou
, Silvio Savarese,
Caiming Xiong
,
Victor Zhong
,
Tao Yu
Online Distribution Shift Detection via Recency Prediction
ICRA 2024 ·
Rachel Luo
,
Rohan Sinha
,
Yixiao Sun
,
Ali Hindy
,
Shengjia Zhao
, Silvio Savarese,
Edward Schmerling
,
Marco Pavone
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization
ICLR 2024 ·
Weiran Yao
,
Shelby Heinecke
,
Juan Carlos Niebles
,
Zhiwei Liu
,
Yihao Feng
,
Le Xue
,
Rithesh R. N.
,
Zeyuan Chen
,
Jianguo Zhang
,
Devansh Arpit
,
Ran Xu
,
Phil Mui
,
Huan Wang
,
Caiming Xiong
, Silvio Savarese
ULIP-2: Towards Scalable Multimodal Pre-Training for 3D Understanding
CVPR 2024 ·
Le Xue
,
Ning Yu
,
Shu Zhang
,
Artemis Panagopoulou
,
Junnan Li
,
Roberto Martín-Martín
,
Jiajun Wu
,
Caiming Xiong
,
Ran Xu
,
Juan Carlos Niebles
, Silvio Savarese
Unified Training of Universal Time Series Forecasting Transformers
ICML 2024 ·
Gerald Woo
,
Chenghao Liu
,
Akshat Kumar
,
Caiming Xiong
, Silvio Savarese,
Doyen Sahoo
X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-Modal Reasoning
ECCV 2024 ·
Artemis Panagopoulou
,
Le Xue
,
Ning Yu
,
Junnan Li
,
Dongxu Li
,
Shafiq Joty
,
Ran Xu
, Silvio Savarese,
Caiming Xiong
,
Juan Carlos Niebles
xGen-VideoSyn-1: High-Fidelity Text-to-Video Synthesis with Compressed Representations
ECCV 2024 ·
Can Qin
,
Congying Xia
,
Krithika Ramakrishnan
,
Michael S. Ryoo
,
Lifu Tu
,
Yihao Feng
,
Manli Shu
,
Honglu Zhou
,
Anas Awadalla
,
Jun Wang
,
Senthil Purushwalkam
,
Le Xue
,
Yingbo Zhou
,
Huan Wang
, Silvio Savarese,
Juan Carlos Niebles
,
Zeyuan Chen
,
Ran Xu
,
Caiming Xiong