Caiming Xiong

74 papers at tracked venues · 50 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×14 EMNLP ×12 ACL ×11 NeurIPS ×10 NAACL ×8 ICML ×6 CVPR ×4 ECCV ×3 ICCV ×3 AAAI ×1 ICRA ×1 UIST ×1

Frequent coauthors

Silvio Savarese

×30

Huan Wang

×18

Juan Carlos Niebles

×16

Ran Xu

×16

Chien-Sheng Wu

×14

Shafiq Joty

×13

Shelby Heinecke

×12

Zhiwei Liu

×10

Jianguo Zhang

×10

Zuxin Liu

×9

Weiran Yao

×9

Doyen Sahoo

×9

Papers

Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models
ACL 2026 ·
Zhiyuan Hu
,
Yibo Wang
,
Hanze Dong
,
Yuhui Xu
,
Amrita Saha
, Caiming Xiong,
Bryan Hooi
,
Junnan Li
From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models
ACL 2026 ·
Jiaxin Zhang
,
Wendi Cui
,
Zhuohang Li
,
Lifu Huang
,
Bradley A. Malin
, Caiming Xiong,
Chien-Sheng Wu
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math
ACL 2026 ·
Shrey Pandit
,
Austin Xu
,
Xuan-Phi Nguyen
,
Yifei Ming
, Caiming Xiong,
Shafiq Joty
J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization
ACL 2026 ·
Austin Xu
,
Yilun Zhou
,
Xuan-Phi Nguyen
, Caiming Xiong,
Shafiq Joty
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
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
ICLR 2025 ·
Yiheng Xu
,
Dunjie Lu
,
Zhennan Shen
,
Junli Wang
,
Zekun Wang
,
Yuchen Mao
, Caiming Xiong,
Tao Yu
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
ICML 2025 ·
Yiheng Xu
,
Zekun Wang
,
Junli Wang
,
Dunjie Lu
,
Tianbao Xie
,
Amrita Saha
,
Doyen Sahoo
,
Tao Yu
, Caiming Xiong
Automatic Curriculum Expert Iteration for Reliable LLM Reasoning
ICLR 2025 ·
Zirui Zhao
,
Hanze Dong
,
Amrita Saha
, Caiming Xiong,
Doyen Sahoo
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
Benchmarking Deep Search over Heterogeneous Enterprise Data
EMNLP 2025 ·
Prafulla Kumar Choubey
,
Xiangyu Peng
,
Shilpa Bhagavath
,
Kung-Hsiang Huang
, Caiming Xiong,
Chien-Sheng Wu
Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning
NeurIPS 2025 ·
Jiayu Wang
,
Yifei Ming
,
Zixuan Ke
, Caiming Xiong,
Shafiq Joty
,
Aws Albarghouthi
,
Frederic Sala
BingoGuard: LLM Content Moderation Tools with Risk Levels
ICLR 2025 ·
Fan Yin
,
Philippe Laban
,
Xiangyu Peng
,
Yilun Zhou
,
Yixin Mao
,
Vaibhav Vats
,
Linnea Ross
,
Divyansh Agarwal
, Caiming Xiong,
Chien-Sheng Wu
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
Demystifying Domain-adaptive Post-training for Financial LLMs
EMNLP 2025 ·
Zixuan Ke
,
Yifei Ming
,
Xuan-Phi Nguyen
, Caiming Xiong,
Shafiq Joty
Direct Judgement Preference Optimization
EMNLP 2025 ·
Peifeng Wang
,
Austin Xu
,
Yilun Zhou
, Caiming Xiong,
Shafiq Joty
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
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage
NAACL 2025 ·
Kaige Xie
,
Philippe Laban
,
Prafulla Kumar Choubey
, Caiming Xiong,
Chien-Sheng Wu
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
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators
ICML 2025 ·
Yilun Zhou
,
Austin Xu
,
Peifeng Wang
, Caiming Xiong,
Shafiq Joty
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
ICLR 2025 ·
Yifei Ming
,
Senthil Purushwalkam
,
Shrey Pandit
,
Zixuan Ke
,
Xuan-Phi Nguyen
, Caiming Xiong,
Shafiq Joty
GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers
ICLR 2025 ·
Sarkar Snigdha Sarathi Das
,
Ryo Kamoi
,
Bo Pang
,
Yusen Zhang
, Caiming Xiong,
Rui Zhang
Generative Frame Sampler for Long Video Understanding
ACL 2025 ·
Linli Yao
,
Haoning Wu
,
Kun Ouyang
,
Yuanxing Zhang
, Caiming Xiong,
Bei Chen
,
Xu Sun
,
Junnan Li
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
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
ICLR 2025 ·
Xiangyu Peng
,
Congying Xia
,
Xinyi Yang
, Caiming Xiong,
Chien-Sheng Wu
,
Chen Xing
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
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
NeurIPS 2025 ·
Tianbao Xie
,
Jiaqi Deng
,
Xiaochuan Li
,
Junlin Yang
,
Haoyuan Wu
,
Jixuan Chen
,
Wenjing Hu
,
Xinyuan Wang
,
Yuhui Xu
,
Zekun Wang
,
Yiheng Xu
,
Junli Wang
,
Doyen Sahoo
,
Tao Yu
, Caiming Xiong
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
ICLR 2025 ·
Nan Zhang
,
Prafulla Kumar Choubey
,
Alexander R. Fabbri
,
Gabriel Bernadett-Shapiro
,
Rui Zhang
,
Prasenjit Mitra
, Caiming Xiong,
Chien-Sheng Wu
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
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
ICLR 2025 ·
Fangyu Lei
,
Jixuan Chen
,
Yuxiao Ye
,
Ruisheng Cao
,
Dongchan Shin
,
Hongjin Su
,
Zhaoqing Suo
,
Hongcheng Gao
,
Wenjing Hu
,
Pengcheng Yin
,
Victor Zhong
, Caiming Xiong,
Ruoxi Sun
,
Qian Liu
,
Sida Wang
,
Tao Yu
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
ThinK: Thinner Key Cache by Query-Driven Pruning
ICLR 2025 ·
Yuhui Xu
,
Zhanming Jie
,
Hanze Dong
,
Lei Wang
,
Xudong Lu
,
Aojun Zhou
,
Amrita Saha
, Caiming Xiong,
Doyen Sahoo
Trust but Verify: Programmatic VLM Evaluation in the Wild
ICCV 2025 ·
Viraj Prabhu
,
Senthil Purushwalkam
,
An Yan
, Caiming Xiong,
Ran Xu
Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents
ACL 2025 ·
Prafulla Kumar Choubey
,
Xiangyu Peng
,
Shilpa Bhagavath
, Caiming Xiong,
Shiva Kumar Pentyala
,
Chien-Sheng Wu
Unanswerability Evaluation for Retrieval Augmented Generation
ACL 2025 ·
Xiangyu Peng
,
Prafulla Kumar Choubey
, Caiming Xiong,
Chien-Sheng Wu
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
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding
ACL 2025 ·
Kung-Hsiang Huang
,
Can Qin
,
Haoyi Qiu
,
Philippe Laban
,
Shafiq Joty
, Caiming Xiong,
Chien-Sheng Wu
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
ARM: Alignment with Residual Energy-Based Model
NAACL 2024 ·
Bo Pang
, Caiming Xiong,
Yingbo Zhou
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
UIST 2024 ·
Philippe Laban
,
Jesse Vig
,
Marti A. Hearst
, Caiming Xiong,
Chien-Sheng Wu
Consent in Crisis: The Rapid Decline of the AI Data Commons
NeurIPS 2024 ·
Shayne Longpre
,
Robert Mahari
,
Ariel Lee
,
Campbell Lund
,
Hamidah Oderinwale
,
William Brannon
,
Nayan Saxena
,
Naana Obeng-Marnu
,
Tobin South
,
Cole Hunter
,
Kevin Klyman
,
Christopher Klamm
,
Hailey Schoelkopf
,
Nikhil Singh
,
Manuel Cherep
,
Ahmad Anis
,
An Dinh
,
Caroline Shamiso Chitongo
,
Da Yin
,
Damien Sileo
,
Deividas Mataciunas
,
Diganta Misra
,
Emad A. Alghamdi
,
Enrico Shippole
,
Jianguo Zhang
,
Joanna Materzynska
,
Kun Qian
,
Kushagra Tiwary
,
Lester James V. Miranda
,
Manan Dey
,
Minnie Liang
,
Mohammed Hamdy
,
Niklas Muennighoff
,
Seonghyeon Ye
,
Seungone Kim
,
Shrestha Mohanty
,
Vipul Gupta
,
Vivek Sharma
,
Minh Chien Vu
,
Xuhui Zhou
,
Yizhi Li
, Caiming Xiong,
Luis Villa
,
Stella Biderman
,
Hanlin Li
,
Daphne Ippolito
,
Sara Hooker
,
Jad Kabbara
,
Alex Pentland
Diffusion Model Alignment Using Direct Preference Optimization
CVPR 2024 ·
Bram Wallace
,
Meihua Dang
,
Rafael Rafailov
,
Linqi Zhou
,
Aaron Lou
,
Senthil Purushwalkam
,
Stefano Ermon
, Caiming Xiong,
Shafiq Joty
,
Nikhil Naik
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
NAACL 2024 ·
Kung-Hsiang Huang
,
Philippe Laban
,
Alexander R. Fabbri
,
Prafulla Kumar Choubey
,
Shafiq Joty
, Caiming Xiong,
Chien-Sheng Wu
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
FOLIO: Natural Language Reasoning with First-Order Logic
EMNLP 2024 ·
Simeng Han
,
Hailey Schoelkopf
,
Yilun Zhao
,
Zhenting Qi
,
Martin Riddell
,
Wenfei Zhou
,
James Coady
,
David Peng
,
Yujie Qiao
,
Luke Benson
,
Lucy Sun
,
Alexander Wardle-Solano
,
Hannah Szabó
,
Ekaterina Zubova
,
Matthew Burtell
,
Jonathan Fan
,
Yixin Liu
,
Brian Wong
,
Malcolm Sailor
,
Ansong Ni
,
Linyong Nan
,
Jungo Kasai
,
Tao Yu
,
Rui Zhang
,
Alexander R. Fabbri
,
Wojciech Kryscinski
,
Semih Yavuz
,
Ye Liu
,
Xi Victoria Lin
,
Shafiq Joty
,
Yingbo Zhou
, Caiming Xiong,
Rex Ying
,
Arman Cohan
,
Dragomir Radev
Fair Abstractive Summarization of Diverse Perspectives
NAACL 2024 ·
Yusen Zhang
,
Nan Zhang
,
Yixin Liu
,
Alexander R. Fabbri
,
Junru Liu
,
Ryo Kamoi
,
Xiaoxin Lu
, Caiming Xiong,
Jieyu Zhao
,
Dragomir Radev
,
Kathleen R. McKeown
,
Rui Zhang
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
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
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
Lemur: Harmonizing Natural Language and Code for Language Agents
ICLR 2024 ·
Yiheng Xu
,
Hongjin Su
,
Chen Xing
,
Boyu Mi
,
Qian Liu
,
Weijia Shi
,
Binyuan Hui
,
Fan Zhou
,
Yitao Liu
,
Tianbao Xie
,
Zhoujun Cheng
,
Siheng Zhao
,
Lingpeng Kong
,
Bailin Wang
, Caiming Xiong,
Tao Yu
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
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
EMNLP 2024 ·
Simeng Han
,
Aaron Yu
,
Rui Shen
,
Zhenting Qi
,
Martin Riddell
,
Wenfei Zhou
,
Yujie Qiao
,
Yilun Zhao
,
Semih Yavuz
,
Ye Liu
,
Shafiq Joty
,
Yingbo Zhou
, Caiming Xiong,
Dragomir Radev
,
Rex Ying
,
Arman Cohan
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
Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight
ICLR 2024 ·
Jiacheng Guo
,
Minshuo Chen
,
Huan Wang
, Caiming Xiong,
Mengdi Wang
,
Yu Bai
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
NeurIPS 2024 ·
Ruisheng Cao
,
Fangyu Lei
,
Haoyuan Wu
,
Jixuan Chen
,
Yeqiao Fu
,
Hongcheng Gao
,
Xinzhuang Xiong
,
Hanchong Zhang
,
Wenjing Hu
,
Yuchen Mao
,
Tianbao Xie
,
Hongshen Xu
,
Danyang Zhang
,
Sida I. Wang
,
Ruoxi Sun
,
Pengcheng Yin
, Caiming Xiong,
Ansong Ni
,
Qian Liu
,
Victor Zhong
,
Lu Chen
,
Kai Yu
,
Tao Yu
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems
EMNLP 2024 ·
Philippe Laban
,
Alexander R. Fabbri
, Caiming Xiong,
Chien-Sheng Wu
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
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding
EMNLP 2024 ·
Lifu Tu
,
Semih Yavuz
,
Jin Qu
,
Jiacheng Xu
,
Rui Meng
, Caiming Xiong,
Yingbo Zhou
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases
NAACL 2024 ·
Anthony Meng Huat Tiong
,
Junqi Zhao
,
Boyang Li
,
Junnan Li
,
Steven C. H. Hoi
, Caiming Xiong
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