Ran Xu

Salesforce Research, Salesforce AI Research,

18 papers at tracked venues · 11 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0009-0004-4585-5261 ↗

Venues

ECCV ×4 ICCV ×3 CVPR ×2 NeurIPS ×2 AAAI ×1 ACL ×1 EMNLP ×1 ICLR ×1 ICML ×1 ICRA ×1 NAACL ×1

Frequent coauthors

Caiming Xiong

×16

Silvio Savarese

×11

Juan Carlos Niebles

×9

Le Xue

×8

Zeyuan Chen

×8

Ning Yu

×7

Yihao Feng

×7

Huan Wang

×6

Can Qin

×5

Manli Shu

×4

Senthil Purushwalkam

×4

Anas Awadalla

×3

Papers

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
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
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
Structured Policy Optimization: Enhance Large Vision-Language Model via Self-Referenced Dialogue
ICCV 2025 ·
Guohao Sun
,
Can Qin
,
Yihao Feng
,
Zeyuan Chen
, Ran Xu,
Sohail A. Dianat
,
Majid Rabbani
,
Raghuveer Rao
,
Zhiqiang Tao
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
Trust but Verify: Programmatic VLM Evaluation in the Wild
ICCV 2025 ·
Viraj Prabhu
,
Senthil Purushwalkam
,
An Yan
,
Caiming Xiong
, Ran Xu
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
FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability
ACL 2024 ·
Congying Xia
,
Chen Xing
,
Jiangshu Du
,
Xinyi Yang
,
Yihao Feng
, Ran Xu,
Wenpeng Yin
,
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
Hierarchical Point Attention for Indoor 3D Object Detection
ICRA 2024 ·
Manli Shu
,
Le Xue
,
Ning Yu
,
Roberto Martín-Martín
,
Caiming Xiong
,
Tom Goldstein
,
Juan Carlos Niebles
, Ran Xu
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer
ECCV 2024 ·
Ning Yu
,
Chia-Chih Chen
,
Zeyuan Chen
,
Rui Meng
,
Gang Wu
,
Paul Josel
,
Juan Carlos Niebles
,
Caiming Xiong
, Ran Xu
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
Position: TrustLLM: Trustworthiness in Large Language Models
ICML 2024 ·
Yue Huang
,
Lichao Sun
,
Haoran Wang
,
Siyuan Wu
,
Qihui Zhang
,
Yuan Li
,
Chujie Gao
,
Yixin Huang
,
Wenhan Lyu
,
Yixuan Zhang
,
Xiner Li
,
Hanchi Sun
,
Zhengliang Liu
,
Yixin Liu
,
Yijue Wang
,
Zhikun Zhang
,
Bertie Vidgen
,
Bhavya Kailkhura
,
Caiming Xiong
,
Chaowei Xiao
,
Chunyuan Li
,
Eric P. Xing
,
Furong Huang
,
Hao Liu
,
Heng Ji
,
Hongyi Wang
,
Huan Zhang
,
Huaxiu Yao
,
Manolis Kellis
,
Marinka Zitnik
,
Meng Jiang
,
Mohit Bansal
,
James Zou
,
Jian Pei
,
Jian Liu
,
Jianfeng Gao
,
Jiawei Han
,
Jieyu Zhao
,
Jiliang Tang
,
Jindong Wang
,
Joaquin Vanschoren
,
John C. Mitchell
,
Kai Shu
,
Kaidi Xu
,
Kai-Wei Chang
,
Lifang He
,
Lifu Huang
,
Michael Backes
,
Neil Zhenqiang Gong
,
Philip S. Yu
,
Pin-Yu Chen
,
Quanquan Gu
, Ran Xu,
Rex Ying
,
Shuiwang Ji
,
Suman Jana
,
Tianlong Chen
,
Tianming Liu
,
Tianyi Zhou
,
William Wang
,
Xiang Li
,
Xiangliang Zhang
,
Xiao Wang
,
Xing Xie
,
Xun Chen
,
Xuyu Wang
,
Yan Liu
,
Yanfang Ye
,
Yinzhi Cao
,
Yong Chen
,
Yue Zhao
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
SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant
ECCV 2024 ·
Guohao Sun
,
Can Qin
,
Jiamian Wang
,
Zeyuan Chen
, Ran Xu,
Zhiqiang Tao
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
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