Huan Wang

Salesforce Research, AI Research, Palo Alto, CA, USA

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

DBLP profile ↗ORCID 0009-0005-1505-0769 ↗Google Scholar ↗Homepage ↗

Venues

EMNLP ×4 ICLR ×4 ACL ×2 NAACL ×2 NeurIPS ×2 AAAI ×1 CVPR ×1 ECCV ×1 ICCV ×1 SDM ×1

Frequent coauthors

Caiming Xiong

×18

Silvio Savarese

×17

Shelby Heinecke

×13

Zhiwei Liu

×11

Zuxin Liu

×9

Juan Carlos Niebles

×9

Weiran Yao

×9

Jianguo Zhang

×9

Juntao Tan

×8

Yihao Feng

×7

Ming Zhu

×6

Ran Xu

×6

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
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
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
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
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
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
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
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
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight
ICLR 2024 ·
Jiacheng Guo
,
Minshuo Chen
, Huan Wang,
Caiming Xiong
,
Mengdi Wang
,
Yu Bai
Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training
SDM 2024 ·
Juntao Tan
,
Shelby Heinecke
,
Zhiwei Liu
,
Yongjun Chen
,
Yongfeng Zhang
, Huan Wang
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