Extracting Human Face Similarity Judgments: Pairs or Triplets? - Linjie Li; Vicente L. Malave; Amanda Song; Angela J. Yu (CogSci, 2016)

Understanding human facial attractiveness from multiple views. - Amanda Song; Linjie Li; Vicente L. Malave; Gary Cottrell; Angela J. Yu (CogSci, 2016)

Learning to See People like People: Predicting Social Perceptions of Faces. - Amanda Song; Linjie Li; Chad Atalla; Gary Cottrell (CogSci, 2017)

Learning to see people like people. - Amanda Song; Linjie Li; Chad Atalla; Garrison W. Cottrell (CoRR, 2017)

Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog. - Zhe Gan; Yu Cheng 001; Ahmed El Kholy; Linjie Li; Jingjing Liu 001; Jianfeng Gao 001 (ACL (1), 2019)

Relation-Aware Graph Attention Network for Visual Question Answering. - Linjie Li; Zhe Gan; Yu Cheng 001; Jingjing Liu 001 (ICCV, 2019)

Configuration Design and Simulation of Novel Petal Tooth Nutation Joint Drive for Robot. - Linjie Li; Guangxin Wang; Lili Zhu; Weidong He (ICIRA (1), 2019)

UNITER: Learning UNiversal Image-TExt Representations. - Yen-Chun Chen 001; Linjie Li; Licheng Yu; Ahmed El Kholy; Faisal Ahmed 001; Zhe Gan; Yu Cheng 001; Jingjing Liu 001 (CoRR, 2019)

Analysis of Vibration Characteristics of Rolling Linear Guides. - Shicheng Zheng; Wanguo Li; Yongling Fu; Chang Du; Chen Li; Linjie Li (AIAM, 2020)

UNITER: UNiversal Image-TExt Representation Learning. - Yen-Chun Chen 001; Linjie Li; Licheng Yu; Ahmed El Kholy; Faisal Ahmed 001; Zhe Gan; Yu Cheng 001; Jingjing Liu 001 (ECCV (30), 2020)

HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training. - Linjie Li; Yen-Chun Chen 001; Yu Cheng 001; Zhe Gan; Licheng Yu; Jingjing Liu 001 (EMNLP (1), 2020)

Graph Optimal Transport for Cross-Domain Alignment. - Liqun Chen 001; Zhe Gan; Yu Cheng 001; Linjie Li; Lawrence Carin; Jingjing Liu 001 (ICML, 2020)

Large-Scale Adversarial Training for Vision-and-Language Representation Learning. - Zhe Gan; Yen-Chun Chen 001; Linjie Li; Chen Zhu 001; Yu Cheng 001; Jingjing Liu 001 (NeurIPS, 2020)

A Closer Look at the Robustness of Vision-and-Language Pre-trained Models. - Linjie Li; Zhe Gan; Jingjing Liu 001 (CoRR, 2020)

A Fault Diagnostic Scheme Based on Capsule Network for Rolling Bearing under Different Rotational Speeds. - Linjie Li; Mian Zhang; Kesheng Wang (Sensors, 2020)

Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling. - Jie Lei 003; Linjie Li; Luowei Zhou; Zhe Gan; Tamara L. Berg; Mohit Bansal; Jingjing Liu 001 (CVPR, 2021)

UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training. - Mingyang Zhou 004; Luowei Zhou; Shuohang Wang; Yu Cheng 001; Linjie Li; Zhou Yu 005; Jingjing Liu 001 (CVPR, 2021)

Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models. - Linjie Li; Jie Lei 003; Zhe Gan; Jingjing Liu 001 (ICCV, 2021)

LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval. - Siqi Sun; Yen-Chun Chen 001; Linjie Li; Shuohang Wang; Yuwei Fang; Jingjing Liu 001 (NAACL-HLT, 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)

Meta Module Network for Compositional Visual Reasoning. - Wenhu Chen; Zhe Gan; Linjie Li; Yu Cheng 001; William Yang Wang; Jingjing Liu 001 (WACV, 2021)

Playing Lottery Tickets with Vision and Language. - Zhe Gan; Yen-Chun Chen 001; Linjie Li; Tianlong Chen 001; Yu Cheng 001; Shuohang Wang; Jingjing Liu 001 (CoRR, 2021)

VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling. - Tsu-Jui Fu; Linjie Li; Zhe Gan; Kevin Lin; William Yang Wang; Lijuan Wang; Zicheng Liu 001 (CoRR, 2021)

MLP Architectures for Vision-and-Language Modeling: An Empirical Study. - Yixin Nie; Linjie Li; Zhe Gan; Shuohang Wang; Chenguang Zhu 001; Michael Zeng 001; Zicheng Liu 001; Mohit Bansal; Lijuan Wang (CoRR, 2021)

Playing Lottery Tickets with Vision and Language. - Zhe Gan; Yen-Chun Chen 001; Linjie Li; Tianlong Chen 001; Yu Cheng 001; Shuohang Wang; Jingjing Liu 001; Lijuan Wang; Zicheng Liu 001 (AAAI, 2022)

TaE: Task-Aware Expandable Representation for Long Tail Class Incremental Learning. - Linjie Li; Zhenyu Wu; Jiaming Liu; Yang Ji (ACCV (4), 2022)

PREVAIL: Pre-trained Variational Adversarial Active Learning for Molecular Property Prediction. - Linjie Li; Yi Xiao; Dewei Ma; Kai Zheng 001 (CCIS, 2022)

SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning. - Kevin Lin; Linjie Li; Chung-Ching Lin; Faisal Ahmed 001; Zhe Gan; Zicheng Liu 001; Yumao Lu; Lijuan Wang (CVPR, 2022)

Crossmodal Representation Learning for Zero-shot Action Recognition. - Chung-Ching Lin; Kevin Lin; Lijuan Wang; Zicheng Liu 001; Linjie Li (CVPR, 2022)

Multiple Z-Complementary Code Sets With Low Inter-Set Cross-Correlation. - Xinyu Men; Yubo Li; Yihuang Zeng; Linjie Li (IWSDA, 2022)

Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. - Zi-Yi Dou; Aishwarya Kamath; Zhe Gan; Pengchuan Zhang; Jianfeng Wang; Linjie Li; Zicheng Liu 001; Ce Liu 001; Yann LeCun; Nanyun Peng 001; Jianfeng Gao 001; Lijuan Wang (NeurIPS, 2022)

Cross-modal Representation Learning for Zero-shot Action Recognition. - Chung-Ching Lin; Kevin Lin; Linjie Li; Lijuan Wang; Zicheng Liu 001 (CoRR, 2022)

Vision-Language Pre-Training: Basics, Recent Advances, and Future Trends. - Zhe Gan; Linjie Li; Chunyuan Li; Lijuan Wang; Zicheng Liu 001; Jianfeng Gao 001 (Found. Trends Comput. Graph. Vis., 2022)

GIT: A Generative Image-to-text Transformer for Vision and Language. - Jianfeng Wang; Zhengyuan Yang; Xiaowei Hu 006; Linjie Li; Kevin Lin; Zhe Gan; Zicheng Liu 001; Ce Liu 001; Lijuan Wang (Trans. Mach. Learn. Res., 2022)

Global Profiling of 2-hydroxyisobutyrylome in Common Wheat. - Ning Zhang; Lingran Zhang; Linjie Li; Junyou Geng; Lei Zhao; Yan Ren; Zhongdong Dong; Feng Chen (Genom. Proteom. Bioinform., 2022)

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation. - Shengming Yin; Chenfei Wu; Huan Yang 005; Jianfeng Wang; Xiaodong Wang 023; Minheng Ni; Zhengyuan Yang; Linjie Li; Shuguang Liu; Fan Yang 024; Jianlong Fu; Ming Gong 001; et al. (ACL (1), 2023)

An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling. - Tsu-Jui Fu; Linjie Li; Zhe Gan; Kevin Lin; William Yang Wang; Lijuan Wang; Zicheng Liu 001 (CVPR, 2023)

LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling. - Linjie Li; Zhe Gan; Kevin Lin; Chung-Ching Lin; Zicheng Liu 001; Ce Liu 001; Lijuan Wang (CVPR, 2023)

Adaptive Human Matting for Dynamic Videos. - Chung-Ching Lin; Jiang Wang 012; Kun Luo; Kevin Lin; Linjie Li; Lijuan Wang; Zicheng Liu 001 (CVPR, 2023)

ReCo: Region-Controlled Text-to-Image Generation. - Zhengyuan Yang; Jianfeng Wang; Zhe Gan; Linjie Li; Kevin Lin; Chenfei Wu; Nan Duan; Zicheng Liu 001; Ce Liu 001; Michael Zeng 001; Lijuan Wang (CVPR, 2023)

Generalized Decoding for Pixel, Image, and Language. - Xueyan Zou; Zi-Yi Dou; Jianwei Yang; Zhe Gan; Linjie Li; Chunyuan Li; Xiyang Dai; Harkirat Behl; Jianfeng Wang; Lu Yuan; Nanyun Peng 001; Lijuan Wang; et al. (CVPR, 2023)

An Empirical Study of Multimodal Model Merging. - Yi-Lin Sung; Linjie Li; Kevin Lin; Zhe Gan; Mohit Bansal; Lijuan Wang (EMNLP (Findings), 2023)

Equivariant Similarity for Vision-Language Foundation Models. - Tan Wang; Kevin Lin; Linjie Li; Chung-Ching Lin; Zhengyuan Yang; Hanwang Zhang; Zicheng Liu 001; Lijuan Wang (ICCV, 2023)

Learning 3D Photography Videos via Self-supervised Diffusion on Single Images. - Xiaodong Wang 023; Chenfei Wu; Shengming Yin; Minheng Ni; Jianfeng Wang; Linjie Li; Zhengyuan Yang; Fan Yang 024; Lijuan Wang; Zicheng Liu 001; Yuejian Fang; Nan Duan (IJCAI, 2023)

Segment Everything Everywhere All at Once. - Xueyan Zou; Jianwei Yang; Hao Zhang 097; Feng Li 040; Linjie Li; Jianfeng Wang; Lijuan Wang; Jianfeng Gao 001; Yong Jae Lee (NeurIPS, 2023)

MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action. - Zhengyuan Yang; Linjie Li; Jianfeng Wang; Kevin Lin; Ehsan Azarnasab; Faisal Ahmed 001; Zicheng Liu 001; Ce Liu 001; Michael Zeng 001; Lijuan Wang (CoRR, 2023)

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation. - Shengming Yin; Chenfei Wu; Huan Yang 005; Jianfeng Wang; Xiaodong Wang 023; Minheng Ni; Zhengyuan Yang; Linjie Li; Shuguang Liu; Fan Yang 024; Jianlong Fu; Gong Ming; et al. (CoRR, 2023)

Segment Everything Everywhere All at Once. - Xueyan Zou; Jianwei Yang; Hao Zhang 097; Feng Li 040; Linjie Li; Jianfeng Gao 001; Yong Jae Lee (CoRR, 2023)

MultiSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos. - Jielin Qiu; Jiacheng Zhu; William Han; Aditesh Kumar; Karthik Mittal; Claire Jin; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Bo Li 026; Ding Zhao; Lijuan Wang (CoRR, 2023)

Aligning Large Multi-Modal Model with Robust Instruction Tuning. - Fuxiao Liu; Kevin Lin; Linjie Li; Jianfeng Wang; Yaser Yacoob; Lijuan Wang (CoRR, 2023)

DisCo: Disentangled Control for Referring Human Dance Generation in Real World. - Tan Wang; Linjie Li; Kevin Lin; Chung-Ching Lin; Zhengyuan Yang; Hanwang Zhang; Zicheng Liu 001; Lijuan Wang (CoRR, 2023)

Spatial-Frequency U-Net for Denoising Diffusion Probabilistic Models. - Xin Yuan; Linjie Li; Jianfeng Wang; Zhengyuan Yang; Kevin Lin; Zicheng Liu 001; Lijuan Wang (CoRR, 2023)

The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision). - Zhengyuan Yang; Linjie Li; Kevin Lin; Jianfeng Wang; Chung-Ching Lin; Zicheng Liu 001; Lijuan Wang (CoRR, 2023)

OpenLEAF: Open-Domain Interleaved Image-Text Generation and Evaluation. - Jie An 002; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Kevin Lin; Zicheng Liu 001; Lijuan Wang; Jiebo Luo 001 (CoRR, 2023)

Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation. - Zhengyuan Yang; Jianfeng Wang; Linjie Li; Kevin Lin; Chung-Ching Lin; Zicheng Liu 001; Lijuan Wang (CoRR, 2023)

DEsignBench: Exploring and Benchmarking DALL-E 3 for Imagining Visual Design. - Kevin Lin; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Lijuan Wang (CoRR, 2023)

MM-VID: Advancing Video Understanding with GPT-4V(ision). - Kevin Lin; Faisal Ahmed 001; Linjie Li; Chung-Ching Lin; Ehsan Azarnasab; Zhengyuan Yang; Jianfeng Wang; Lin Liang; Zicheng Liu 001; Yumao Lu; Ce Liu 001; Lijuan Wang (CoRR, 2023)

GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation. - An Yan 003; Zhengyuan Yang; Wanrong Zhu; Kevin Lin; Linjie Li; Jianfeng Wang; Jianwei Yang; Yiwu Zhong; Julian J. McAuley; Jianfeng Gao 001; Zicheng Liu 001; Lijuan Wang (CoRR, 2023)

Interfacing Foundation Models' Embeddings. - Xueyan Zou; Linjie Li; Jianfeng Wang; Jianwei Yang; Mingyu Ding; Zhengyuan Yang; Feng Li 040; Hao Zhang 097; Shilong Liu; Arul Aravinthan; Yong Jae Lee; Lijuan Wang (CoRR, 2023)

Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation. - Jaemin Cho 001; Linjie Li; Zhengyuan Yang; Zhe Gan; Lijuan Wang; Mohit Bansal (CVPR Workshops, 2024)

MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos. - Jielin Qiu; Jiacheng Zhu; William Han; Aditesh Kumar; Karthik Mittal; Claire Jin; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Ding Zhao; Bo Li 026; Lijuan Wang (CVPR, 2024)

Disco: Disentangled Control for Realistic Human Dance Generation. - Tan Wang; Linjie Li; Kevin Lin; Yuanhao Zhai 001; Chung-Ching Lin; Zhengyuan Yang; Hanwang Zhang; Zicheng Liu 001; Lijuan Wang (CVPR, 2024)

MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning. - Chaoyi Zhang; Kevin Lin; Zhengyuan Yang; Jianfeng Wang; Linjie Li; Chung-Ching Lin; Zicheng Liu 001; Lijuan Wang (CVPR, 2024)

Idea2Img: Iterative Self-refinement with GPT-4V for Automatic Image Design and Generation. - Zhengyuan Yang; Jianfeng Wang; Linjie Li; Kevin Lin; Chung-Ching Lin; Zicheng Liu 001; Lijuan Wang (ECCV (38), 2024)

IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation. - Yuanhao Zhai 001; Kevin Lin; Linjie Li; Chung-Ching Lin; Jianfeng Wang; Zhengyuan Yang; David S. Doermann; Junsong Yuan 001; Zicheng Liu 001; Lijuan Wang (ECCV (15), 2024)

Enhancing Human-to-Robot Skill Transfer: A Framework Integrating Movement and Variable Impedance Based on EMG. - Linjie Li; Haitao Chang; Yongjia Xu; Shuo Zhao; Panfeng Huang; Zhengxiong Liu (ICIT, 2024)

Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning. - Fuxiao Liu; Kevin Lin; Linjie Li; Jianfeng Wang; Yaser Yacoob; Lijuan Wang (ICLR, 2024)

The Generative AI Paradox: "What It Can Create, It May Not Understand". - Peter West; Ximing Lu; Nouha Dziri; Faeze Brahman; Linjie Li; Jena D. Hwang; Liwei Jiang; Jillian Fisher; Abhilasha Ravichander; Khyathi Raghavi Chandu; Benjamin Newman; Pang Wei Koh; et al. (ICLR, 2024)

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities. - Weihao Yu 001; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Kevin Lin; Zicheng Liu 001; Xinchao Wang; Lijuan Wang (ICML, 2024)

Bring Metric Functions into Diffusion Models. - Jie An 002; Zhengyuan Yang; Jianfeng Wang; Linjie Li; Zicheng Liu 001; Lijuan Wang; Jiebo Luo 001 (IJCAI, 2024)

OpenLEAF: A Novel Benchmark for Open-Domain Interleaved Image-Text Generation. - Jie An 002; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Kevin Lin; Zicheng Liu 001; Lijuan Wang; Jiebo Luo 001 (ACM Multimedia, 2024)

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation. - Yuanhao Zhai 001; Kevin Lin; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Chung-Ching Lin; David S. Doermann; Junsong Yuan 001; Lijuan Wang (NeurIPS, 2024)

VideoGUI: A Benchmark for GUI Automation from Instructional Videos. - Kevin Qinghong Lin; Linjie Li; Difei Gao; Qinchen Wu; Mingyi Yan; Zhengyuan Yang; Lijuan Wang; Mike Zheng Shou (NeurIPS, 2024)

Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning. - Alex Jinpeng Wang; Linjie Li; Yiqi Lin; Min Li 007; Lijuan Wang; Mike Zheng Shou (NeurIPS, 2024)

Interfacing Foundation Models' Embeddings. - Xueyan Zou; Linjie Li; Jianfeng Wang; Jianwei Yang; Mingyu Ding; Junyi Wei; Zhengyuan Yang; Feng Li 040; Hao Zhang 097; Shilong Liu; Arul Aravinthan; Yong Jae Lee; et al. (NeurIPS, 2024)

COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training. - Alex Jinpeng Wang; Linjie Li; Kevin Qinghong Lin; Jianfeng Wang; Kevin Lin; Zhengyuan Yang; Lijuan Wang; Mike Zheng Shou (CoRR, 2024)

TaE: Task-aware Expandable Representation for Long Tail Class Incremental Learning. - Linjie Li; Six Liu; Zhenyu Wu; Ji Yang (CoRR, 2024)

Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition. - Jielin Qiu; William Han; Winfred Wang; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Christos Faloutsos; Lei Li 005; Lijuan Wang (CoRR, 2024)

List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs. - An Yan 003; Zhengyuan Yang; Junda Wu; Wanrong Zhu; Jianwei Yang; Linjie Li; Kevin Lin; Jianfeng Wang; Julian J. McAuley; Jianfeng Gao 001; Lijuan Wang (CoRR, 2024)

Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness. - Khyathi Raghavi Chandu; Linjie Li; Anas Awadalla; Ximing Lu; Jae Sung Park; Jack Hessel; Lijuan Wang; Yejin Choi 001 (CoRR, 2024)

MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities. - Weihao Yu 001; Zhengyuan Yang; Linfeng Ren; Linjie Li; Jianfeng Wang; Kevin Lin; Chung-Ching Lin; Zicheng Liu 001; Lijuan Wang; Xinchao Wang (CoRR, 2024)

ShowUI: One Vision-Language-Action Model for GUI Visual Agent. - Kevin Qinghong Lin; Linjie Li; Difei Gao; Zhengyuan Yang; Shiwei Wu; Zechen Bai; Weixian Lei; Lijuan Wang; Mike Zheng Shou (CoRR, 2024)

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension. - Xiyao Wang; Zhengyuan Yang; Linjie Li; Hongjin Lu; Yuancheng Xu; Chung-Ching Lin; Kevin Lin; Furong Huang; Lijuan Wang (CoRR, 2024)

An Iterative Resampling Deep Decoupling Domain Adaptation method for class-imbalance bearing fault diagnosis under variant working conditions. - Zhenyu Wu; Juchuan Guo; Yichen Liu; Linjie Li; Yang Ji (Expert Syst. Appl., 2024)

Multimodal Foundation Models: From Specialists to General-Purpose Assistants. - Chunyuan Li; Zhe Gan; Zhengyuan Yang; Jianwei Yang; Linjie Li; Lijuan Wang; Jianfeng Gao 001 (Found. Trends Comput. Graph. Vis., 2024)

MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities. - Weihao Yu 001; Zhengyuan Yang; Lingfeng Ren; Linjie Li; Jianfeng Wang; Kevin Lin; Chung-Ching Lin; Zicheng Liu 001; Lijuan Wang; Xinchao Wang (IEEE DataPort, 2024)

LiVOS: Light Video Object Segmentation with Gated Linear Matching. - Qin Liu 008; Jianfeng Wang; Zhengyuan Yang; Linjie Li; Kevin Lin; Marc Niethammer; Lijuan Wang (CVPR, 2025)

ShowUI: One Vision-Language-Action Model for GUI Visual Agent. - Kevin Qinghong Lin; Linjie Li; Difei Gao; Zhengyuan Yang; Shiwei Wu; Zechen Bai; Stan Weixian Lei; Lijuan Wang; Mike Zheng Shou (CVPR, 2025)

Synthetic Visual Genome. - Jae Sung Park; Zixian Ma; Linjie Li; Chenhao Zheng; Cheng-Yu Hsieh; Ximing Lu; Khyathi Raghavi Chandu; Quan Kong; Norimasa Kobori; Ali Farhadi; Yejin Choi 001; Ranjay Krishna (CVPR, 2025)

CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness. - Khyathi Raghavi Chandu; Linjie Li; Anas Awadalla; Ximing Lu; Jae Sung Park; Jack Hessel; Lijuan Wang; Yejin Choi 001 (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)

SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation. - Yining Hong; Beide Liu; Maxine Wu; Yuanhao Zhai 001; Kai-Wei Chang; Linjie Li; Kevin Lin; Chung-Ching Lin; Jianfeng Wang; Zhengyuan Yang; Ying Nian Wu; Lijuan Wang (ICLR, 2025)

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models. - Peng Xia 005; Siwei Han; Shi Qiu; Yiyang Zhou; Zhaoyang Wang 004; Wenhao Zheng; Zhaorun Chen; Chenhang Cui; Mingyu Ding; Linjie Li; Lijuan Wang; Huaxiu Yao (ICLR, 2025)

GenXD: Generating Any 3D and 4D Scenes. - Yuyang Zhao; Chung-Ching Lin; Kevin Lin; Zhiwen Yan; Linjie Li; Zhengyuan Yang; Jianfeng Wang; Gim Hee Lee; Lijuan Wang (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)

MoTE: Mixture of task-specific experts for pre-trained model-based Class-incremental learning. - Linjie Li; Zhenyu Wu; Yang Ji (Knowl. Based Syst., 2025)

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark. - Yunzhuo Hao; Jiawei Gu; Huichen Will Wang; Linjie Li; Zhengyuan Yang; Lijuan Wang; Yu Cheng (CoRR, 2025)

Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback. - Yafu Li; Xuyang Hu; Xiaoye Qu; Linjie Li; Yu Cheng 001 (CoRR, 2025)

TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation. - Alex Jinpeng Wang; Dongxing Mao; Jiawei Zhang; Weiming Han; Zhuobai Dong; Linjie Li; Yiqi Lin; Zhengyuan Yang; Libo Qin 001; Fuwei Zhang; Lijuan Wang; Min Li 007 (CoRR, 2025)

EmoAssist: Emotional Assistant for Visual Impairment Community. - Xingyu Qi; He Li; Linjie Li; Zhenyu Wu (CoRR, 2025)

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning. - Jiaqi Liao; Zhengyuan Yang; Linjie Li; Dianqi Li; Kevin Lin; Yu Cheng; Lijuan Wang (CoRR, 2025)

Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models. - Alex Jinpeng Wang; Linjie Li; Zhengyuan Yang; Lijuan Wang; Min Li 007 (CoRR, 2025)

Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising. - Yan-Bo Lin; Kevin Lin; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Chung-Ching Lin; Xiaofei Wang; Gedas Bertasius; Lijuan Wang (CoRR, 2025)

Measurement of LLM's Philosophies of Human Nature. - Minheng Ni; Ennan Wu; Zidong Gong; Zhengyuan Yang; Linjie Li; Chung-Ching Lin; Kevin Lin; Lijuan Wang; Wangmeng Zuo (CoRR, 2025)

V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models. - Xiangxi Zheng; Linjie Li; Zhengyuan Yang; Ping Yu; Alex Jinpeng Wang; Rui Yan; Yuan Yao; Lijuan Wang (CoRR, 2025)

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement. - Xiyao Wang; Zhengyuan Yang; Chao Feng; Hongjin Lu; Linjie Li; Chung-Ching Lin; Kevin Lin; Furong Huang; Lijuan Wang (CoRR, 2025)

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning. - Zihan Wang 008; Kangrui Wang; Qineng Wang; Pingyue Zhang; Linjie Li; Zhengyuan Yang; Xing Jin; Kefan Yu; Minh Nhat Nguyen; Licheng Liu; Eli Gottlieb; Yiping Lu; et al. (CoRR, 2025)

OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning. - Zhaochen Su; Linjie Li; Mingyang Song; Yunzhuo Hao; Zhengyuan Yang; Jun Zhang; Guanjie Chen; Jiawei Gu; Juntao Li; Xiaoye Qu; Yu Cheng 001 (CoRR, 2025)

FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow. - Haoyu Sun; Huichen Will Wang; Jiawei Gu; Linjie Li; Yu Cheng (CoRR, 2025)

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning. - Minheng Ni; Zhengyuan Yang; Linjie Li; Chung-Ching Lin; Kevin Lin; Wangmeng Zuo; Lijuan Wang (CoRR, 2025)

Are Unified Vision-Language Models Necessary: Generalization Across Understanding and Generation. - Jihai Zhang; Tianle Li; Linjie Li; Zhengyuan Yang; Yu Cheng (CoRR, 2025)

Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT. - Zhuobai Dong; Junchao Yi; Ziyuan Zheng; Haochen Han; Xiangxi Zheng; Alex Jinpeng Wang; Fangming Liu; Linjie Li (CoRR, 2025)

Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations. - Linjie Li; Mahtab Bigverdi; Jiawei Gu; Zixian Ma; Yinuo Yang; Ziang Li; Yejin Choi; Ranjay Krishna (CoRR, 2025)

Audio-Aware Large Language Models as Judges for Speaking Styles. - Cheng-Han Chiang; Xiaofei Wang; Chung-Ching Lin; Kevin Lin; Linjie Li; Radu Kopetz; Yao Qian; Zhendong Wang; Zhengyuan Yang; Hung-yi Lee; Lijuan Wang (CoRR, 2025)

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs. - Xiyao Wang; Zhengyuan Yang; Chao Feng; Yongyuan Liang; Yuhang Zhou; Xiaoyu Liu 003; Ziyi Zang; Ming Li; Chung-Ching Lin; Kevin Lin; Linjie Li; Furong Huang; et al. (CoRR, 2025)

MoTE: Mixture of Task-specific Experts for Pre-Trained ModelBased Class-incremental Learning. - Linjie Li; Zhenyu Wu; Yang Ji (CoRR, 2025)

Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models. - Zihan Wang 008; Rui Pan 002; Jiarui Yao; Robert Csordas; Linjie Li; Lu Yin; Jiajun Wu 001; Tong Zhang 001; Manling Li; Shiwei Liu (CoRR, 2025)

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers. - Zhaochen Su; Peng Xiang; Hangyu Guo; Zhenhua Liu; Yan Ma; Xiaoye Qu; Jiaqi Liu; Yanshu Li; Kaide Zeng; Zhengyuan Yang; Linjie Li; Yu Cheng 001; et al. (CoRR, 2025)

GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? - Yiyang Zhou; Linjie Li; Shi Qiu; Zhengyuan Yang; Yuyang Zhao; Siwei Han; Yangfan He; Kangqi Li; Haonian Ji; Zihao Zhao; Haibo Tong; Lijuan Wang; et al. (CoRR, 2025)

A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning. - Licheng Liu; Zihan Wang; Linjie Li; Chenwei Xu; Yiping Lu; Han Liu; Avirup Sil; Manling Li (CoRR, 2025)

STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models. - Cheng-Han Chiang; Xiaofei Wang; Linjie Li; Chung-Ching Lin; Kevin Lin; Shujie Liu 001; Zhendong Wang; Zhengyuan Yang; Hung-yi Lee; Lijuan Wang (CoRR, 2025)