A Novel Information Search and Recommendation Services Platform Based on an Indexing Network (Short Paper). - Xiaodong Deng; Ming Jiang 018; Haichun Sun; Yangjie Zhang; Junjun Liu; Yu Guo; Xin Wang 061; Dajie Ge; Pengwei Wang 001; Zhijun Ding; Hongzhong Chen (SOCA, 2013)

Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer. - Xin Wang 061; Geoffrey Oxholm; Da Zhang 001; Yuan-Fang Wang (CVPR, 2017)

Deep Reinforcement Learning for Visual Object Tracking in Videos. - Da Zhang 001; Hamid Maei; Xin Wang 061; Yuan-Fang Wang (CoRR, 2017)

No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling. - Xin Wang 061; Wenhu Chen; Yuan-Fang Wang; William Yang Wang (ACL (1), 2018)

S3D: Single Shot multi-Span Detector via Fully 3D Convolutional Networks. - Da Zhang 001; Xiyang Dai; Xin Wang 061; Yuan-Fang Wang (BMVC, 2018)

Video Captioning via Hierarchical Reinforcement Learning. - Xin Wang 061; Wenhu Chen; Jiawei Wu 003; Yuan-Fang Wang; William Yang Wang (CVPR, 2018)

Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation. - Xin Wang 061; Wenhan Xiong; Hongmin Wang; William Yang Wang (ECCV (16), 2018)

XL-NBT: A Cross-lingual Neural Belief Tracking Framework. - Wenhu Chen; Jianshu Chen; Yu Su 001; Xin Wang 061; Dong Yu 001; Xifeng Yan; William Yang Wang (EMNLP, 2018)

Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning. - Xin Wang 061; Yuan-Fang Wang; William Yang Wang (NAACL-HLT (2), 2018)

Enhancing the Robustness of Prior Network in Out-of-Distribution Detection. - Wenhu Chen; Yilin Shen; Xin Wang 061; William Yang Wang (CoRR, 2018)

Virtual dictionary based kernel sparse representation for face recognition. - Zizhu Fan; Da Zhang 001; Xin Wang 061; Qi Zhu 001; Yuan-Fang Wang (Pattern Recognit., 2018)

Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning. - Xin Wang 061; Jiawei Wu 003; Da Zhang 001; Yu Su 001; William Yang Wang (AAAI, 2019)

Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models. - Dinghan Shen; Asli Celikyilmaz; Yizhe Zhang 002; Liqun Chen 001; Xin Wang 061; Jianfeng Gao 001; Lawrence Carin (ACL (1), 2019)

Self-Supervised Learning for Contextualized Extractive Summarization. - Hong Wang 023; Xin Wang 061; Wenhan Xiong; Mo Yu; Xiaoxiao Guo; Shiyu Chang; William Yang Wang (ACL (1), 2019)

Self-Supervised Dialogue Learning. - Jiawei Wu 003; Xin Wang 061; William Yang Wang (ACL (1), 2019)

Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation. - Xin Wang 061; Qiuyuan Huang; Asli Celikyilmaz; Jianfeng Gao 001; Dinghan Shen; Yuan-Fang Wang; William Yang Wang; Lei Zhang 001 (CVPR, 2019)

MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment. - Da Zhang 001; Xiyang Dai; Xin Wang 061; Yuan-Fang Wang; Larry S. Davis (CVPR, 2019)

TIGEr: Text-to-Image Grounding for Image Caption Evaluation. - Ming Jiang 018; Qiuyuan Huang; Lei Zhang 001; Xin Wang 061; Pengchuan Zhang; Zhe Gan; Jana Diesner; Jianfeng Gao 001 (EMNLP/IJCNLP (1), 2019)

VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research. - Xin Wang 061; Jiawei Wu 003; Jun-Kun Chen; Lei Li 005; Yuan-Fang Wang; William Yang Wang (ICCV, 2019)

Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation. - Jiawei Wu 003; Xin Wang 061; William Yang Wang (NAACL-HLT (1), 2019)

Natural Language Grounded Multitask Navigation. - Xin Wang 061; Vihan Jain; Eugene Ie; William Yang Wang; Zornitsa Kozareva; Sujith Ravi (ViGIL@NeurIPS, 2019)

Not All Actions Are Equal: Learning to Stop in Language-Grounded Urban Navigation. - Jiannan Xiang; Xin Wang 061; William Yang Wang (ViGIL@NeurIPS, 2019)

Cross-Lingual Vision-Language Navigation. - An Yan 003; Xin Wang 061; Jiangtao Feng; Lei Li 005; William Yang Wang (CoRR, 2019)

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling. - Tsu-Jui Fu; Xin Wang 061; Matthew F. Peterson; Scott T. Grafton; Miguel P. Eckstein; William Yang Wang (CoRR, 2019)

Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs. - Pengda Qin; Xin Wang 061; Wenhu Chen; Chunyun Zhang; Weiran Xu; William Yang Wang (AAAI, 2020)

Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation. - Juncheng Li 006; Xin Wang 061; Siliang Tang; Haizhou Shi; Fei Wu 001; Yueting Zhuang; William Yang Wang (CVPR, 2020)

REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments. - Yuankai Qi; Qi Wu 001; Peter Anderson 001; Xin Wang 061; William Yang Wang; Chunhua Shen; Anton van den Hengel (CVPR, 2020)

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler. - Tsu-Jui Fu; Xin Eric Wang; Matthew F. Peterson; Scott T. Grafton; Miguel P. Eckstein; William Yang Wang (ECCV (6), 2020)

Environment-Agnostic Multitask Learning for Natural Language Grounded Navigation. - Xin Eric Wang; Vihan Jain; Eugene Ie; William Yang Wang; Zornitsa Kozareva; Sujith Ravi (ECCV (24), 2020)

SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning. - Tsu-Jui Fu; Xin Wang 061; Scott T. Grafton; Miguel P. Eckstein; William Yang Wang (EMNLP (1), 2020)

Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation. - Jiannan Xiang; Xin Wang 061; William Yang Wang (EMNLP (Findings), 2020)

Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations. - Wanrong Zhu; Xin Wang 061; Pradyumna Narayana; Kazoo Sone; Sugato Basu; William Yang Wang (EMNLP (1), 2020)

Relational Graph Learning for Grounded Video Description Generation. - Wenqiao Zhang; Xin Eric Wang; Siliang Tang; Haizhou Shi; Haochen Shi; Jun Xiao 001; Yueting Zhuang; William Yang Wang (ACM Multimedia, 2020)

Closing the Loop Between Language and Vision for Embodied Agents. - Xin Wang 061 (2020)

L2C: Describing Visual Differences Needs Semantic Understanding of Individuals. - An Yan 003; Xin Wang 061; Tsu-Jui Fu; William Yang Wang (EACL, 2021)

Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation. - Wanrong Zhu; Xin Wang 061; Tsu-Jui Fu; An Yan 003; Pradyumna Narayana; Kazoo Sone; Sugato Basu; William Yang Wang (EACL, 2021)

Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search. - Jialu Wang; Yang Liu 018; Xin Eric Wang (EMNLP (1), 2021)

VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation. - Linjie Li; Jie Lei 003; Zhe Gan; Licheng Yu; Yen-Chun Chen 001; Rohit Pillai; Yu Cheng 001; Luowei Zhou; Xin Wang 061; William Yang Wang; Tamara L. Berg; Mohit Bansal; et al. (NeurIPS Datasets and Benchmarks, 2021)

Visual Question Rewriting for Increasing Response Rate. - Jiayi Wei; Xilian Li; Yi Zhang 001; Xin Eric Wang (SIGIR, 2021)

Language-based Video Editing via Multi-Modal Multi-Level Transformer. - Tsu-Jui Fu; Xin Eric Wang; Scott T. Grafton; Miguel P. Eckstein; William Yang Wang (CoRR, 2021)

Language-Driven Image Style Transfer. - Tsu-Jui Fu; Xin Eric Wang; William Yang Wang (CoRR, 2021)

CUDA-GR: Controllable Unsupervised Domain Adaptation for Gaze Redirection. - Swati Jindal; Xin Eric Wang (CoRR, 2021)

Vision-Language Navigation Policy Learning and Adaptation. - Xin Wang 061; Qiuyuan Huang; Asli Celikyilmaz; Jianfeng Gao 001; Dinghan Shen; Yuan-Fang Wang; William Yang Wang; Lei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions. - Jing Gu; Eliana Stefani; Qi Wu 001; Jesse Thomason; Xin Wang 061 (ACL (1), 2022)

Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking. - Tianyi Luo; Rui Meng; Xin Wang 061; Yang Liu 018 (ACL (Findings), 2022)

Assessing Multilingual Fairness in Pre-trained Multimodal Representations. - Jialu Wang; Yang Liu 018; Xin Eric Wang (ACL (Findings), 2022)

Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning. - Juncheng Li 006; Junlin Xie; Long Qian; Linchao Zhu; Siliang Tang; Fei Wu 001; Yi Yang 001; Yueting Zhuang; Xin Eric Wang (CVPR, 2022)

M3L: Language-based Video Editing via Multi-Modal Multi-Level Transformers. - Tsu-Jui Fu; Xin Eric Wang; Scott T. Grafton; Miguel P. Eckstein; William Yang Wang (CVPR, 2022)

Language-Driven Artistic Style Transfer. - Tsu-Jui Fu; Xin Eric Wang; William Yang Wang (ECCV (36), 2022)

FedVLN: Privacy-Preserving Federated Vision-and-Language Navigation. - Kaiwen Zhou; Xin Eric Wang (ECCV (36), 2022)

CPL: Counterfactual Prompt Learning for Vision and Language Models. - Xuehai He; Diji Yang; Weixi Feng; Tsu-Jui Fu; Arjun R. Akula; Varun Jampani; Pradyumna Narayana; Sugato Basu; William Yang Wang; Xin Wang 061 (EMNLP, 2022)

Understanding Instance-Level Impact of Fairness Constraints. - Jialu Wang; Xin Eric Wang; Yang Liu 018 (ICML, 2022)

Imagination-Augmented Natural Language Understanding. - Yujie Lu; Wanrong Zhu; Xin Wang 061; Miguel P. Eckstein; William Yang Wang (NAACL-HLT, 2022)

Diagnosing Vision-and-Language Navigation: What Really Matters. - Wanrong Zhu; Yuankai Qi; Pradyumna Narayana; Kazoo Sone; Sugato Basu; Xin Wang 061; Qi Wu 001; Miguel P. Eckstein; William Yang Wang (NAACL-HLT, 2022)

VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation. - Kaizhi Zheng; Xiaotong Chen; Odest Chadwicke Jenkins; Xin Eric Wang (NeurIPS, 2022)

Parameter-efficient Fine-tuning for Vision Transformers. - Xuehai He; Chunyuan Li; Pengchuan Zhang; Jianwei Yang; Xin Eric Wang (CoRR, 2022)

Aerial Vision-and-Dialog Navigation. - Yue Fan; Winson Chen; Tongzhou Jiang; Chun Zhou; Yi Zhang 001; Xin Eric Wang (CoRR, 2022)

Neuro-Symbolic Causal Language Planning with Commonsense Prompting. - Yujie Lu; Weixi Feng; Wanrong Zhu; Wenda Xu; Xin Eric Wang; Miguel P. Eckstein; William Yang Wang (CoRR, 2022)

JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents. - Kaizhi Zheng; Kaiwen Zhou; Jing Gu; Yue Fan; Jialu Wang; Zonglin Di; Xuehai He; Xin Eric Wang (CoRR, 2022)

Anticipating the Unseen Discrepancy for Vision and Language Navigation. - Yujie Lu; Huiliang Zhang; Ping Nie; Weixi Feng; Wenda Xu; Xin Eric Wang; William Yang Wang (CoRR, 2022)

Parameter-Efficient Model Adaptation for Vision Transformers. - Xuehai He; Chunyuan Li; Pengchuan Zhang; Jianwei Yang; Xin Eric Wang (AAAI, 2023)

T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation. - Jialu Wang; Xinyue Liu; Zonglin Di; Yang Liu 018; Xin Eric Wang (ACL (Findings), 2023)

Multimodal Graph Transformer for Multimodal Question Answering. - Xuehai He; Xin Eric Wang (EACL, 2023)

ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation. - Wanrong Zhu; Xin Wang 061; An Yan 003; Miguel P. Eckstein; William Yang Wang (EACL (Findings), 2023)

Visualize Before You Write: Imagination-Guided Open-Ended Text Generation. - Wanrong Zhu; An Yan 003; Yujie Lu; Wenda Xu; Xin Wang 061; Miguel P. Eckstein; William Yang Wang (EACL (Findings), 2023)

Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment. - Zhen Zhang; Jialu Wang; Xin Eric Wang (EMNLP (Findings), 2023)

Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation. - Wanrong Zhu; Xinyi Wang 003; Yujie Lu; Tsu-Jui Fu; Xin Wang 061; Miguel P. Eckstein; William Wang 001 (EMNLP, 2023)

Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis. - Weixi Feng; Xuehai He; Tsu-Jui Fu; Varun Jampani; Arjun R. Akula; Pradyumna Narayana; Sugato Basu; Xin Eric Wang; William Yang Wang (ICLR, 2023)

Neuro-Symbolic Procedural Planning with Commonsense Prompting. - Yujie Lu; Weixi Feng; Wanrong Zhu; Wenda Xu; Xin Eric Wang; Miguel P. Eckstein; William Yang Wang (ICLR, 2023)

ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation. - Kaiwen Zhou; Kaizhi Zheng; Connor Pryor; Yilin Shen; Hongxia Jin; Lise Getoor; Xin Eric Wang (ICML, 2023)

LayoutGPT: Compositional Visual Planning and Generation with Large Language Models. - Weixi Feng; Wanrong Zhu; Tsu-Jui Fu; Varun Jampani; Arjun R. Akula; Xuehai He; Sugato Basu; Xin Eric Wang; William Yang Wang (NeurIPS, 2023)

PHOTOSWAP: Personalized Subject Swapping in Images. - Jing Gu; Yilin Wang 002; Nanxuan Zhao; Tsu-Jui Fu; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Xin Eric Wang (NeurIPS, 2023)

LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation. - Yujie Lu; Xianjun Yang; Xiujun Li; Xin Eric Wang; William Yang Wang (NeurIPS, 2023)

CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection. - Swati Jindal; Xin Eric Wang (WACV, 2023)

Discriminative Diffusion Models as Few-shot Vision and Language Learners. - Xuehai He; Weixi Feng; Tsu-Jui Fu; Varun Jampani; Arjun R. Akula; Pradyumna Narayana; Sugato Basu; William Yang Wang; Xin Eric Wang (CoRR, 2023)

R2H: Building Multimodal Navigation Helpers that Respond to Help. - Yue Fan; Kaizhi Zheng; Jing Gu; Xin Eric Wang (CoRR, 2023)

T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation. - Jialu Wang; Xinyue Gabby Liu; Zonglin Di; Yang Liu 018; Xin Eric Wang (CoRR, 2023)

MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens. - Kaizhi Zheng; Xuehai He; Xin Eric Wang (CoRR, 2023)

Evaluating Multi-Agent Coordination Abilities in Large Language Models. - Saaket Agashe; Yue Fan; Xin Eric Wang (CoRR, 2023)

Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA. - Yue Fan; Jing Gu; Kaiwen Zhou; Qianqi Yan; Shan Jiang; Ching-Chen Kuo; Yang Zhao; Xinze Guan; Xin Wang 061 (ACL (1), 2024)

ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models. - Kaiwen Zhou; Kwonjoon Lee; Teruhisa Misu; Xin Wang 061 (ACL (Findings), 2024)

Topology-aware Retrieval Augmentation for Text Generation. - Yu Wang 160; Nedim Lipka; Ruiyi Zhang 002; Alexa F. Siu; Yuying Zhao; Bo Ni; Xin Wang 061; Ryan A. Rossi; Tyler Derr (CIKM, 2024)

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Image Editing. - Jing Gu; Nanxuan Zhao; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Yilin Wang 002; Xin Eric Wang (ECCV (32), 2024)

NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models. - Gengze Zhou; Yicong Hong; Zun Wang; Xin Eric Wang; Qi Wu 001 (ECCV (7), 2024)

Multimodal Procedural Planning via Dual Text-Image Prompting. - Yujie Lu; Pan Lu; Zhiyu Chen 002; Wanrong Zhu; Xin Wang 061; William Yang Wang (EMNLP (Findings), 2024)

ComCLIP: Training-Free Compositional Image and Text Matching. - Kenan Jiang; Xuehai He; Ruize Xu; Xin Wang 061 (NAACL-HLT, 2024)

WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking. - Yunchao Liu 001; Ha Dong; Xin Wang 061; Rocco Moretti; Yu Wang 160; Zhaoqian Su; Jiawei Gu; Bobby Bodenheimer; Charles David Weaver; Jens Meiler; Tyler Derr (NeurIPS, 2024)

Muffin or Chihuahua? Challenging Large Vision-Language Models with Multipanel VQA. - Yue Fan; Jing Gu; Kaiwen Zhou; Qianqi Yan; Shan Jiang; Ching-Chen Kuo; Xinze Guan; Xin Eric Wang (CoRR, 2024)

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing. - Jing Gu; Yilin Wang 002; Nanxuan Zhao; Wei Xiong 008; Qing Liu 017; Zhifei Zhang; He Zhang 004; Jianming Zhang 001; Hyunjoon Jung; Xin Eric Wang (CoRR, 2024)

Augmenting Textual Generation via Topology Aware Retrieval. - Yu Wang 160; Nedim Lipka; Ruiyi Zhang 002; Alexa F. Siu; Yuying Zhao; Bo Ni; Xin Wang 061; Ryan A. Rossi; Tyler Derr (CoRR, 2024)

Toffee: Efficient Million-Scale Dataset Construction for Subject-Driven Text-to-Image Generation. - Yufan Zhou 001; Ruiyi Zhang 002; Kaizhi Zheng; Nanxuan Zhao; Jiuxiang Gu; Zichao Wang 001; Xin Eric Wang; Tong Sun 005 (CoRR, 2024)

VIA: A Spatiotemporal Video Adaptation Framework for Global and Local Video Editing. - Jing Gu; Yuwei Fang; Ivan Skorokhodov; Peter Wonka; Xinya Du; Sergey Tulyakov; Xin Eric Wang (CoRR, 2024)

Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding. - Yue Fan; Lei Ding; Ching-Chen Kuo; Shan Jiang; Yang Zhao; Xinze Guan; Jie Yang 002; Yi Zhang 001; Xin Eric Wang (CoRR, 2024)

Mojito: Motion Trajectory and Intensity Control for Video Generation. - Xuehai He; Shuohang Wang; Jianwei Yang; Xiaoxia Wu; Yiping Wang; Kuan Wang; Zheng Zhan 004; Olatunji Ruwase; Yelong Shen; Xin Eric Wang (CoRR, 2024)

Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners. - Xuehai He; Weixi Feng; Tsu-Jui Fu; Varun Jampani; Arjun R. Akula; Pradyumna Narayana; Sugato Basu; William Yang Wang; Xin Eric Wang (Trans. Mach. Learn. Res., 2024)

FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation. - Xuehai He; Jian Zheng; Jacob Zhiyuan Fang; Robinson Piramuthu; Mohit Bansal; Vicente Ordonez; Gunnar A. Sigurdsson; Nanyun Peng 001; Xin Eric Wang (Trans. Mach. Learn. Res., 2024)

Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models. - Qianqi Yan; Yue Fan; Hongquan Li; Shan Jiang; Yang Zhao; Xinze Guan; Ching-Chen Kuo; Xin Eric Wang (ACL (Findings), 2025)

Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA. - Qianqi Yan; Xuehai He; Xiang Yue; Xin Eric Wang (ACL (Findings), 2025)

Agent S: An Open Agentic Framework that Uses Computers Like a Human. - Saaket Agashe; Jiuzhou Han; Shuyu Gan; Jiachen Yang; Ang Li; Xin Eric Wang (ICLR, 2025)

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos. - Xuehai He; Weixi Feng; Kaizhi Zheng; Yujie Lu; Wanrong Zhu; Jiachen Li; Yue Fan; Jianfeng Wang; Linjie Li; Zhengyuan Yang; Kevin Lin; William Yang Wang; et al. (ICLR, 2025)

EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing. - Kaizhi Zheng; Xiaotong Chen; Xuehai He; Jing Gu; Linjie Li; Zhengyuan Yang; Kevin Lin; Jianfeng Wang; Lijuan Wang; Xin Eric Wang (ICLR, 2025)

Multimodal Situational Safety. - Kaiwen Zhou; Chengzhi Liu; Xuandong Zhao; Anderson Compalas; Dawn Song; Xin Eric Wang (ICLR, 2025)

LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models. - Saaket Agashe; Yue Fan; Anthony Reyna; Xin Eric Wang (NAACL (Findings), 2025)

GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration. - Yue Fan; Handong Zhao; Ruiyi Zhang 002; Yu Shen; Xin Eric Wang; Gang Wu 013 (CoRR, 2025)

The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1. - Kaiwen Zhou; Chengzhi Liu; Xuandong Zhao; Shreedhar Jangam; Jayanth Srinivasa; Gaowen Liu; Dawn Song; Xin Eric Wang (CoRR, 2025)

Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents. - Saaket Agashe; Kyle Wong; Vincent Tu; Jiachen Yang; Ang Li; Xin Eric Wang (CoRR, 2025)

Self-Resource Allocation in Multi-Agent LLM Systems. - Alfonso Amayuelas; Jingbo Yang; Saaket Agashe; Ashwin Nagarajan; Antonis Antoniades; Xin Eric Wang; William Wang 001 (CoRR, 2025)

A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models. - Liqiang Jing; Guiming Hardy Chen; Ehsan Aghazadeh; Xin Eric Wang; Xinya Du (CoRR, 2025)

Constructing a 3D Town from a Single Image. - Kaizhi Zheng; Ruijian Zhang; Jing Gu; Jie Yang 002; Xin Eric Wang (CoRR, 2025)

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space. - Zhen Zhang; Xuehai He; Weixiang Yan; Ao Shen; Chenyang Zhao; Shuohang Wang; Yelong Shen; Xin Eric Wang (CoRR, 2025)

GRIT: Teaching MLLMs to Think with Images. - Yue Fan; Xuehai He; Diji Yang; Kaizhi Zheng; Ching-Chen Kuo; Yuting Zheng; Sravana Jyothi Narayanaraju; Xinze Guan; Xin Eric Wang (CoRR, 2025)

SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning. - Kaiwen Zhou; Xuandong Zhao; Gaowen Liu; Jayanth Srinivasa; Aosong Feng; Dawn Song; Xin Eric Wang (CoRR, 2025)

More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models. - Chengzhi Liu; Zhongxing Xu; Qingyue Wei; Juncheng Wu; James Zou 001; Xin Eric Wang; Yuyin Zhou; Sheng Liu (CoRR, 2025)

Hidden in Plain Sight: Probing Implicit Reasoning in Multimodal Language Models. - Qianqi Yan; Hongquan Li; Shan Jiang; Yang Zhao; Xinze Guan; Ching-Chen Kuo; Xin Eric Wang (CoRR, 2025)

Agents of Change: Self-Evolving LLM Agents for Strategic Planning. - Nikolas Belle; Dakota Barnes; Alfonso Amayuelas; Ivan Bercovich; Xin Eric Wang; William Wang 001 (CoRR, 2025)

"PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models. - Jing Gu; Xian Liu; Yu Zeng 001; Ashwin Nagarajan; Fangrui Zhu; Daniel Hong; Yue Fan; Qianqi Yan; Kaiwen Zhou; Ming-Yu Liu 001; Xin Eric Wang (CoRR, 2025)

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45° Law. - Yicheng Bao; Guanxu Chen; Mingkang Chen; Yunhao Chen; Chiyu Chen; Lingjie Chen; Sirui Chen; Xinquan Chen; Jie Cheng; Yu Cheng 001; Dengke Deng; Yizhuo Ding; et al. (CoRR, 2025)

VLM4D: Towards Spatiotemporal Awareness in Vision Language Models. - Shijie Zhou 003; Alexander Vilesov; Xuehai He; Ziyu Wan; Shuwang Zhang; Aditya Nagachandra; Di Chang; Dongdong Chen; Xin Eric Wang; Achuta Kadambi (CoRR, 2025)