{
  "publications": [
    {
      "id": "2026-Shah-graphvid-interactive-graph-controllable",
      "title": "GraphVid: Interactive Graph-Controllable Video Generation",
      "projectName": "GraphVid",
      "authors": [
        "Vedant Shah",
        "Onkar Susladkar",
        "Tushar Prakash",
        "Kiet A. Nguyen",
        "Tianjiao Yu",
        "Adheesh Juvekar",
        "Muntasir Wahed",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-09-01",
      "venue": "European Conference on Computer Vision",
      "type": "paper",
      "cover": "assets/images/publications/graphvid.webp",
      "doi": "",
      "links": {
        "website": "/projects/graphvid/",
        "paper": "",
        "code": "",
        "video": "",
        "data": ""
      },
      "cardCover": "assets/images/publications/graphvid.webp",
      "venueAbbr": "ECCV 2026"
    },
    {
      "id": "2026-Yu-dreampartgen-semantically-grounded-part",
      "title": "DreamPartGen: Semantically Grounded Part-Level 3D Generation via Collaborative Latent Denoising",
      "projectName": "DreamPartGen",
      "authors": [
        "Tianjiao Yu",
        "Xinzhuo Li",
        "Muntasir Wahed",
        "Jerry Xiong",
        "Yifan Shen",
        "Ying Shen",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-09-01",
      "venue": "European Conference on Computer Vision",
      "type": "paper",
      "cover": "assets/images/publications/dreampartgen.webp",
      "doi": "10.48550/arXiv.2603.19216",
      "links": {
        "website": "/projects/dreampartgen/",
        "paper": "https://arxiv.org/pdf/2603.19216",
        "code": "",
        "video": "",
        "data": ""
      },
      "cardCover": "assets/images/publications/dreampartgen.webp",
      "venueAbbr": "ECCV 2026"
    },
    {
      "id": "2025-Liu-palm-progress-aware",
      "title": "PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation",
      "projectName": "PALM",
      "authors": [
        "Yuanzhe Liu",
        "Jingyuan Zhu",
        "Yuchen Mo",
        "Gen Li",
        "Xu Cao",
        "Jin Jin",
        "Yifan Shen",
        "Zhengyuan Li",
        "Tianjiao Yu",
        "Wenzhen Yuan",
        "Fangqiang Ding",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-06-01",
      "venue": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
      "type": "paper",
      "cover": "assets/images/publications/palm.webp",
      "doi": "10.48550/arXiv.2601.07060",
      "links": {
        "website": "/projects/palm/",
        "paper": "https://arxiv.org/pdf/2601.07060",
        "code": "",
        "video": "",
        "data": ""
      },
      "cardCover": "assets/images/cards/palmteaser.webp",
      "venueAbbr": "CVPR 2026"
    },
    {
      "id": "2026-Shen-phantom-latent-physics-video",
      "title": "Phantom: Physics-Infused Video Generation via Joint Modeling of Visual and Latent Physical Dynamics",
      "projectName": "Phantom",
      "authors": [
        "Ying Shen",
        "Jerry Xiong",
        "Tianjiao Yu",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-06-01",
      "venue": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
      "type": "paper",
      "cover": "assets/images/publications/phantom.webp",
      "doi": "",
      "links": {
        "website": "/projects/phantom/",
        "paper": "https://arxiv.org/pdf/2604.08503",
        "code": "",
        "video": "",
        "data": ""
      },
      "cardCover": "assets/images/cards/phantom.webp",
      "venueAbbr": "CVPR 2026"
    },
    {
      "id": "2026-Susladkar-pyratok-language-aligned",
      "title": "PyraTok: Language-Aligned Pyramidal Tokenizer for Video Understanding and Generation",
      "projectName": "PyraTok",
      "authors": [
        "Onkar Susladkar",
        "Tushar Prakash",
        "Adheesh Juvekar",
        "Kiet A. Nguyen",
        "Dong-Hwan Jang",
        "Inderjit S Dhillon",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-06-01",
      "venue": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
      "type": "paper",
      "cover": "assets/images/publications/pyratok.webp",
      "doi": "10.48550/arXiv.2601.16210",
      "links": {
        "website": "/projects/pyratok/",
        "paper": "https://arxiv.org/pdf/2601.16210",
        "code": "https://github.com/PLAN-Lab/CVPR25-PyraTok",
        "video": "",
        "data": "https://huggingface.co/onkarsus13/PyraTok"
      },
      "cardCover": "assets/images/cards/pyratok.webp",
      "venueAbbr": "CVPR 2026"
    },
    {
      "id": "2026-Susladkar-rewardflow",
      "title": "RewardFlow: Generate Images by Optimizing What You Reward",
      "projectName": "RewardFlow",
      "authors": [
        "Onkar Susladkar",
        "Dong-Hwan Jang",
        "Tushar Prakash",
        "Adheesh Juvekar",
        "Vedant Shah",
        "Ayush Barik",
        "Nabeel Bashir",
        "Muntasir Wahed",
        "Ritish Shrirao",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-04-01",
      "venue": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
      "type": "paper",
      "cover": "assets/images/publications/rewardflow.webp",
      "doi": "",
      "links": {
        "website": "/projects/rewardflow/",
        "paper": "https://arxiv.org/pdf/2604.08536",
        "code": "",
        "video": "",
        "data": "https://huggingface.co/onkarsus13/RewardFlow"
      },
      "cardCover": "assets/images/cards/rewardflow.webp",
      "venueAbbr": "CVPR 2026"
    },
    {
      "id": "2026-Ogunleye-3d-vcd-hallucination-mitigation",
      "title": "3D-VCD: Hallucination Mitigation in 3D-LLM Embodied Agents through Visual Contrastive Decoding",
      "projectName": "3D-VCD",
      "authors": [
        "Makanjuola Ogunleye",
        "Eman Abdelrahman",
        "Ismini Lourentzou"
      ],
      "jointFirstAuthors": [
        "Makanjuola Ogunleye",
        "Eman Abdelrahman"
      ],
      "year": 2026,
      "date": "2026-04-09",
      "venue": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
      "type": "paper",
      "cover": "assets/images/publications/3d-vcd_method.webp",
      "doi": "10.48550/arXiv.2604.08645",
      "links": {
        "website": "/projects/3d-vcd/",
        "paper": "https://arxiv.org/pdf/2604.08645",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "CVPR 2026"
    },
    {
      "id": "2026-Yuan-vtam-video-tactile-action-models",
      "title": "VTAM: Video-Tactile-Action Models for Complex Physical Interaction Beyond VLAs",
      "projectName": "VTAM",
      "authors": [
        "Haoran Yuan",
        "Weigang Yi",
        "Zhenyu Zhang",
        "Wendi Chen",
        "Yuchen Mo",
        "Jiashi Yin",
        "Xinzhuo Li",
        "Xiangyu Zeng",
        "Chuan Wen",
        "Cewu Lu",
        "Katherine Driggs-Campbell",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-03-24",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/vtam_teaser.webp",
      "doi": "10.48550/arXiv.2603.23481",
      "links": {
        "website": "/projects/vtam/",
        "paper": "https://arxiv.org/pdf/2603.23481",
        "code": "https://github.com/haorany7/VTAM",
        "video": "",
        "data": ""
      },
      "venueAbbr": "arXiv"
    },
    {
      "id": "2026-Susladkar-best-of-both-worlds-unidflow",
      "title": "Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching",
      "projectName": "UniDFlow",
      "authors": [
        "Onkar Susladkar",
        "Tushar Prakash",
        "Gayatri Deshmukh",
        "Kiet A. Nguyen",
        "Jiaxun Zhang",
        "Adheesh Juvekar",
        "Tianshu Bao",
        "Lin Chai",
        "Sparsh Mittal",
        "Inderjit S Dhillon",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-06-03",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/unidflow_teaser.webp",
      "doi": "10.48550/arXiv.2602.12221",
      "links": {
        "website": "/projects/unidflow/",
        "paper": "https://arxiv.org/pdf/2602.12221",
        "code": "",
        "video": "",
        "data": ""
      },
      "cardCover": "assets/images/cards/unidflow.webp",
      "venueAbbr": "ICML 2026"
    },
    {
      "id": "2026-Shen-latte-flow",
      "title": "LaTtE-Flow: Layerwise Timestep-Expert Flow-based Transformer",
      "projectName": "LaTtE-Flow",
      "authors": [
        "Ying Shen*",
        "Zhiyang Xu*",
        "Jiuhai Chen",
        "Shizhe Diao",
        "Jiaxin Zhang",
        "Yuguang Yao",
        "Joy Rimchala",
        "Ismini Lourentzou^",
        "Lifu Huang^"
      ],
      "year": 2026,
      "date": "2026-06-02",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/latte.webp",
      "doi": "10.48550/arXiv.2506.06952",
      "links": {
        "website": "/projects/latte-flow/",
        "paper": "https://arxiv.org/pdf/2506.06952",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "ICML 2026"
    },
    {
      "id": "2021-Wahed-sauce-truncated-sparse-documen",
      "title": "SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion",
      "projectName": "SAUCE",
      "authors": [
        "Muntasir Wahed",
        "Daniel Gruhl",
        "Alfredo Alba",
        "Anna Lisa Gentile",
        "Petar Ristoski",
        "Chad DeLuca",
        "Steve Welch",
        "Ismini Lourentzou"
      ],
      "year": 2021,
      "date": "2021-10-26",
      "venue": "Proceedings of the 30th ACM International Conference on Information & Knowledge Management",
      "type": "paper",
      "cover": "assets/images/publications/sauce.webp",
      "doi": "10.1145/3459637.3481950",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1145/3459637.3481950",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "ACM CIKM"
    },
    {
      "id": "2022-Karwande-chexrelnet-an-anatomy-aware-mo",
      "title": "CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships Between Chest X-Rays",
      "projectName": "CheXRelNet",
      "authors": [
        "Gaurang Karwande",
        "Amarachi B. Mbakwe",
        "Joy T. Wu",
        "Leo A. Celi",
        "Mehdi Moradi",
        "Ismini Lourentzou"
      ],
      "year": 2022,
      "date": "2022-01-01",
      "venue": "Medical Image Computing and Computer Assisted Intervention (MICCAI)",
      "type": "paper",
      "cover": "assets/images/publications/chexrelnet.webp",
      "doi": "10.1007/978-3-031-16431-6_55",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1007/978-3-031-16431-6_55",
        "code": "https://github.com/PLAN-Lab/ChexRelNet",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2022-Shojaee-task-driven-privacy-preserving",
      "title": "Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet",
      "projectName": "PriED",
      "authors": [
        "Parshin Shojaee",
        "Yingyan Zeng",
        "Muntasir Wahed",
        "Avi Seth",
        "Ran Jin",
        "Ismini Lourentzou"
      ],
      "year": 2022,
      "date": "2022-12-17",
      "venue": "2022 IEEE International Conference on Big Data (Big Data)",
      "type": "paper",
      "cover": "assets/images/publications/pried.webp",
      "doi": "10.1109/BigData55660.2022.10020861",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1109/BigData55660.2022.10020861",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2022-Tabassum-hard-negative-sampling-strateg",
      "title": "Hard Negative Sampling Strategies for Contrastive Representation Learning",
      "projectName": "UnReMix",
      "authors": [
        "Afrina Tabassum",
        "Muntasir Wahed",
        "Hoda Eldardiry",
        "Ismini Lourentzou"
      ],
      "year": 2022,
      "date": "2022-06-01",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/unremix.webp",
      "doi": "10.48550/arXiv.2206.01197",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.48550/arXiv.2206.01197",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2022-Wahed-adversarial-contrastive-learni",
      "title": "Adversarial Contrastive Learning by Permuting Cluster Assignments",
      "projectName": "SwARo",
      "authors": [
        "Muntasir Wahed",
        "Afrina Tabassum",
        "Ismini Lourentzou"
      ],
      "year": 2022,
      "date": "2022-04-01",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/swaro.webp",
      "doi": "10.48550/arXiv.2204.10314",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.48550/arXiv.2204.10314",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2023-Mbakwe-hierarchical-vision-transforme",
      "title": "Hierarchical Vision Transformers for Disease Progression Detection in Chest X-Ray Images",
      "projectName": "CheXRelFormer",
      "authors": [
        "Amarachi B. Mbakwe",
        "Lyuyang Wang",
        "Mehdi Moradi",
        "Ismini Lourentzou"
      ],
      "year": 2023,
      "date": "2023-01-01",
      "venue": "Medical Image Computing and Computer Assisted Intervention (MICCAI)",
      "type": "paper",
      "cover": "assets/images/publications/chexrelformer.webp",
      "doi": "10.1007/978-3-031-43904-9_66",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1007/978-3-031-43904-9_66",
        "code": "https://github.com/PLAN-Lab/CheXRelFormer",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2023-Soleimani-Babakamali-on-the-effectiveness-of-dimens",
      "title": "On the Effectiveness of Dimensionality Reduction for Unsupervised Structural Health Monitoring Anomaly Detection",
      "projectName": "SHM",
      "authors": [
        "Mohammad Hesam Soleimani-Babakamali",
        "Roksana Soleimani-Babakamali",
        "Rodrigo Sarlo",
        "Mohammed F. Farghally",
        "Ismini Lourentzou"
      ],
      "year": 2023,
      "date": "2023-03-01",
      "venue": "Mechanical Systems and Signal Processing",
      "type": "paper",
      "cover": "assets/images/publications/shm.webp",
      "doi": "10.1016/j.ymssp.2022.109910",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1016/j.ymssp.2022.109910",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2023-Wahed-marble-hierarchical-multi-arme",
      "title": "MArBLE: Hierarchical Multi-Armed Bandits for Human-in-the-Loop Set Expansion",
      "projectName": "MArBLE",
      "authors": [
        "Muntasir Wahed",
        "Daniel Gruhl",
        "Ismini Lourentzou"
      ],
      "year": 2023,
      "date": "2024-01-04",
      "venue": "Proceedings of the 32nd ACM International Conference on Information and Knowledge Management",
      "type": "paper",
      "cover": "assets/images/publications/marble.webp",
      "doi": "10.1145/3583780.3615485",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1145/3583780.3615485",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "ACM CIKM"
    },
    {
      "id": "2024-Dogan-narrative-characteristics-in-r",
      "title": "Narrative Characteristics in Refugee Discourse: An Analysis of American Public Opinion on the Afghan Refugee Crisis After the Taliban Takeover",
      "projectName": "discourse",
      "authors": [
        "Hulya Dogan",
        "Kiet A. Nguyen",
        "Ismini Lourentzou"
      ],
      "year": 2024,
      "date": "2024-04-17",
      "venue": "Proceedings of the ACM on Human-Computer Interaction",
      "type": "paper",
      "cover": "assets/images/publications/discourse.webp",
      "doi": "10.1145/3653703",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1145/3653703",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "CSCW"
    },
    {
      "id": "2024-Holla-commonsense-for-zero-shot-natu",
      "title": "Commonsense for Zero-Shot Natural Language Video Localization",
      "projectName": "CORONET",
      "authors": [
        "Meghana Holla",
        "Ismini Lourentzou"
      ],
      "year": 2024,
      "date": "2024-03-24",
      "venue": "Proceedings of the AAAI Conference on Artificial Intelligence",
      "type": "paper",
      "cover": "assets/images/publications/coronet.webp",
      "doi": "10.1609/aaai.v38i3.27989",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1609/aaai.v38i3.27989",
        "code": "",
        "video": "https://underline.io/lecture/92446-commonsense-for-zero-shot-natural-language-video-localization",
        "data": ""
      }
    },
    {
      "id": "2024-Tabassum-uamix-mae-efficient-tuning-of-",
      "title": "uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures",
      "projectName": "uaMixMAE",
      "authors": [
        "Afrina Tabassum",
        "Dung Tran",
        "Trung Dang",
        "Ismini Lourentzou",
        "Kazuhito Koishida"
      ],
      "year": 2024,
      "date": "2024-04-14",
      "venue": "ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)",
      "type": "paper",
      "cover": "assets/images/publications/uamixmae.webp",
      "doi": "10.1109/ICASSP48485.2024.10446342",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1109/ICASSP48485.2024.10446342",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2024-Wahed-fine-grained-alignment-for-cro",
      "title": "Fine-Grained Alignment for Cross-Modal Recipe Retrieval",
      "projectName": "FARM",
      "authors": [
        "Muntasir Wahed",
        "Xiaona Zhou",
        "Tianjiao Yu",
        "Ismini Lourentzou"
      ],
      "year": 2024,
      "date": "2024-01-04",
      "venue": "IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)",
      "type": "paper",
      "cover": "assets/images/publications/farm.webp",
      "doi": "10.1109/wacv57701.2024.00549",
      "links": {
        "website": "",
        "paper": "https://openaccess.thecvf.com/content/WACV2024/papers/Wahed_Fine-Grained_Alignment_for_Cross-Modal_Recipe_Retrieval_WACV_2024_paper.pdf",
        "code": "https://github.com/PLAN-Lab/FARM",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2024-Wahed-prima-multi-image-vision-langu",
      "title": "PRIMA: Multi-Image Vision-Language Models for Reasoning Segmentation",
      "projectName": "PRIMA",
      "authors": [
        "Muntasir Wahed",
        "Kiet A. Nguyen",
        "Adheesh Juvekar",
        "Xinzhuo Li",
        "Xiaona Zhou",
        "Vedant Shah",
        "Tianjiao Yu",
        "Pinar Yanardag",
        "Ismini Lourentzou"
      ],
      "jointFirstAuthors": [
        "Muntasir Wahed",
        "Kiet A. Nguyen"
      ],
      "year": 2024,
      "date": "2024-12-31",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/prima.webp",
      "doi": "10.48550/arXiv.2412.15209",
      "links": {
        "website": "/projects/prima/",
        "paper": "https://arxiv.org/pdf/2412.15209",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2024-Zhu-semi-supervised-code-translati",
      "title": "Semi-Supervised Code Translation Overcoming the Scarcity of Parallel Code Data",
      "projectName": "MIRACLE",
      "authors": [
        "Ming Zhu",
        "Mohimenul Karim",
        "Ismini Lourentzou",
        "Daphne Yao"
      ],
      "year": 2024,
      "date": "2024-10-27",
      "venue": "Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering",
      "type": "paper",
      "cover": "assets/images/publications/miracle.webp",
      "doi": "10.1145/3691620.3695524",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.1145/3691620.3695524",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "ASE"
    },
    {
      "id": "2025-Li-hallusegbench-counterfactual-v",
      "title": "Counterfactual Segmentation Reasoning: Diagnosing and Mitigating Pixel-Grounding Hallucination",
      "projectName": "HalluSegBench",
      "authors": [
        "Xinzhuo Li",
        "Adheesh Juvekar",
        "Jiaxun Zhang",
        "Xingyou Liu",
        "Muntasir Wahed",
        "Kiet A. Nguyen",
        "Yifan Shen",
        "Tianjiao Yu",
        "Ismini Lourentzou"
      ],
      "jointFirstAuthors": [
        "Xinzhuo Li",
        "Adheesh Juvekar"
      ],
      "year": 2026,
      "date": "2026-05-01",
      "venue": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
      "type": "paper",
      "cover": "assets/images/publications/hallusegbench.webp",
      "doi": "10.48550/arXiv.2506.21546",
      "links": {
        "website": "/projects/hallusegbench/",
        "paper": "https://arxiv.org/pdf/2506.21546.pdf",
        "code": "",
        "video": "",
        "data": ""
      },
      "cardCover": "assets/images/cards/hallu_teaser.webp",
      "venueAbbr": "CVPR 2026 (Findings)"
    },
    {
      "id": "2025-Liu-purpcode-reasoning-for-safer-c",
      "title": "PurpCode: Reasoning for Safer Code Generation",
      "projectName": "PurpCode",
      "authors": [
        "Jiawei Liu",
        "Nirav Diwan",
        "Zhe Wang",
        "Haoyu Zhai",
        "Xiaona Zhou",
        "Kiet A. Nguyen",
        "Tianjiao Yu",
        "Muntasir Wahed",
        "Yinlin Deng",
        "Hadjer Benkraouda",
        "Yuxiang Wei",
        "Lingming Zhang",
        "Ismini Lourentzou",
        "Gang Wang"
      ],
      "year": 2025,
      "date": "2025-12-07",
      "venue": "Conference on Neural Information Processing Systems (NeurIPS)",
      "type": "paper",
      "cover": "assets/images/publications/purpcode.webp",
      "doi": "10.48550/arXiv.2507.19060",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.48550/arXiv.2507.19060",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2025-Nguyen-calico-part-focused-semantic-c",
      "title": "CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models",
      "projectName": "CALICO",
      "authors": [
        "Kiet A. Nguyen",
        "Adheesh Juvekar",
        "Tianjiao Yu",
        "Muntasir Wahed",
        "Ismini Lourentzou"
      ],
      "year": 2025,
      "date": "2025-06-12",
      "venue": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
      "type": "paper",
      "cover": "assets/images/publications/calico.webp",
      "doi": "10.48550/arXiv.2412.19331",
      "links": {
        "website": "/projects/calico/",
        "paper": "https://openaccess.thecvf.com/content/CVPR2025/papers/Nguyen_CALICO_Part-Focused_Semantic_Co-Segmentation_with_Large_Vision-Language_Models_CVPR_2025_paper.pdf",
        "code": "",
        "video": "",
        "data": ""
      },
      "cardCover": "assets/images/cards/calico.webp"
    },
    {
      "id": "2025-Shen-fine-grained-preference-optimi",
      "title": "Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs",
      "projectName": "SpatialReasonerR1",
      "authors": [
        "Yifan Shen",
        "Yuanzhe Liu",
        "Jingyuan Zhu",
        "Xu Cao",
        "Xiaofeng Zhang",
        "Yixiao He",
        "Wenming Ye",
        "James Matthew Rehg",
        "Ismini Lourentzou"
      ],
      "year": 2025,
      "date": "2025-12-07",
      "venue": "Conference on Neural Information Processing Systems (NeurIPS)",
      "type": "paper",
      "cover": "assets/images/publications/spatialreasonerr1.webp",
      "doi": "10.48550/arXiv.2506.21656",
      "links": {
        "website": "/projects/spatialreasoner/",
        "paper": "https://arxiv.org/pdf/2506.21656.pdf",
        "code": "",
        "video": "",
        "data": ""
      },
      "cardCover": "assets/images/cards/sreasoner.webp"
    },
    {
      "id": "2025-Shen-learning-by-asking-for-embodie",
      "title": "Learning by Asking for Embodied Visual Navigation and Task Completion",
      "projectName": "ELBA",
      "authors": [
        "Ying Shen",
        "Ismini Lourentzou"
      ],
      "year": 2025,
      "date": "2025-01-04",
      "venue": "IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)",
      "type": "paper",
      "cover": "assets/images/publications/elba.webp",
      "doi": "10.48550/arXiv.2302.04865",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.48550/arXiv.2302.04865",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2025-Wahed-mocha-are-code-language-models",
      "title": "MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?",
      "projectName": "MOCHA",
      "authors": [
        "Muntasir Wahed",
        "Xiaona Zhou",
        "Kiet A. Nguyen",
        "Tianjiao Yu",
        "Nirav Diwan",
        "Gang Wang",
        "Dilek Hakkani-Tür",
        "Ismini Lourentzou"
      ],
      "year": 2025,
      "date": "2025-11-04",
      "venue": "Conference on Empirical Methods in Natural Language Processing (EMNLP) Findings",
      "type": "paper",
      "cover": "assets/images/publications/mocha.webp",
      "doi": "10.48550/arXiv.2507.19598",
      "links": {
        "website": "",
        "paper": "https://doi.org/10.48550/arXiv.2507.19598",
        "code": "https://github.com/purpcode-uiuc/mocha",
        "video": "",
        "data": "https://huggingface.co/purpcode"
      },
      "cardCover": "assets/images/cards/mocha.webp"
    },
    {
      "id": "2025-Yu-part2gs-part-aware-modeling-of",
      "title": "Part²GS: Part-Aware Modeling of Articulated Objects Using 3D Gaussian Splatting",
      "projectName": "Part2GS",
      "authors": [
        "Tianjiao Yu",
        "Vedant Shah",
        "Muntasir Wahed",
        "Ying Shen",
        "Kiet A. Nguyen",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-06-01",
      "venue": "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
      "type": "paper",
      "cover": "assets/images/publications/part2gs.webp",
      "doi": "10.48550/arXiv.2506.17212",
      "links": {
        "website": "/projects/part2gs/",
        "paper": "https://arxiv.org/pdf/2506.17212",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2025-Yu-uncertainty-in-action-confiden",
      "title": "Uncertainty in Action: Confidence Elicitation in Embodied Agents",
      "projectName": "ECE",
      "authors": [
        "Tianjiao Yu",
        "Vedant Shah",
        "Muntasir Wahed",
        "Kiet A. Nguyen",
        "Adheesh Juvekar",
        "Tal August",
        "Ismini Lourentzou"
      ],
      "year": 2025,
      "date": "2025-03-01",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/ece.webp",
      "doi": "10.48550/arXiv.2503.10628",
      "links": {
        "website": "/projects/ece/",
        "paper": "https://arxiv.org/pdf/2503.10628",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2025-Zhou-mtsbench-benchmarking-multivar",
      "title": "mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale",
      "projectName": "mTSBench",
      "authors": [
        "Xiaona Zhou",
        "Constantin Brif",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-2-07",
      "venue": "Transactions on Machine Learning Research",
      "type": "paper",
      "cover": "assets/images/publications/mtsbench.webp",
      "doi": "10.48550/arXiv.2506.21550",
      "links": {
        "website": "https://plan-lab.github.io/projects/mtsbench/",
        "paper": "https://openreview.net/forum?id=8LfB8HD1WU",
        "code": "https://github.com/PLAN-Lab/mTSBench",
        "video": "",
        "data": "https://huggingface.co/datasets/PLAN-Lab/mTSBench"
      },
      "venueAbbr": "TMLR"
    },
    {
      "id": "2025-Ogunleye-ec-vlm-emergent-corpus-pre",
      "title": "Emergent Corpus Pre-training Benefits Vision Language Models",
      "projectName": "EC-VLM",
      "authors": [
        "Makanjuola Ogunleye",
        "Chase Vickery",
        "Ismini Lourentzou"
      ],
      "year": 2025,
      "date": "2025-01-01",
      "venue": "Transactions on Machine Learning Research",
      "type": "paper",
      "cover": "assets/images/publications/ec-vlm.webp",
      "doi": "https://openreview.net/pdf?id=bivKGSaXkD",
      "links": {
        "website": "/projects/ec-vlm/",
        "paper": "https://openreview.net/pdf?id=bivKGSaXkD",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "TMLR"
    },
    {
      "id": "2025-Tabassum-mmplanner-zero-shot-mult",
      "title": "MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning",
      "projectName": "MMPlanner",
      "authors": [
        "Afrina Tabassum",
        "Bin Guo",
        "Xiyao Ma",
        "Hoda Eldardiry",
        "Ismini Lourentzou"
      ],
      "year": 2025,
      "date": "2025-11-04",
      "venue": "Findings of the Association for Computational Linguistics: EMNLP",
      "type": "paper",
      "cover": "assets/images/publications/mmplanner.webp",
      "doi": "10.18653/v1/2025.findings-emnlp.1011",
      "links": {
        "website": "/projects/mmplanner/",
        "paper": "https://aclanthology.org/2025.findings-emnlp.1011.pdf",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "EMNLP Findings"
    },
    {
      "id": "2025-Yu-core3d-collaborative-reasoning-as",
      "title": "CoRe3D: Collaborative Reasoning as a Foundation for 3D Intelligence",
      "projectName": "CoRe3D",
      "authors": [
        "Tianjiao Yu",
        "Xinzhuo Li",
        "Yifan Shen",
        "Yuanzhe Liu",
        "Ismini Lourentzou"
      ],
      "year": 2025,
      "date": "2025-12-14",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/core3d.webp",
      "cardCover": "assets/images/cards/core3d.webp",
      "doi": "10.48550/arXiv.2512.12768",
      "links": {
        "website": "/projects/core3d/",
        "paper": "https://doi.org/10.48550/arXiv.2512.12768",
        "code": "",
        "video": "",
        "data": ""
      }
    },
    {
      "id": "2026-Zhou-hierarchical-dataset-selection-for",
      "title": "Hierarchical Dataset Selection for High-Quality Data Sharing",
      "projectName": "DaSH",
      "authors": [
        "Xiaona Zhou",
        "Yingyan Zeng",
        "Ran Jin",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-01-01",
      "venue": "AAAI Conference on Artificial Intelligence (Oral)",
      "type": "paper",
      "cover": "assets/images/publications/dash.webp",
      "doi": "10.48550/arXiv.2512.10952",
      "links": {
        "website": "/projects/dash/",
        "paper": "https://doi.org/10.48550/arXiv.2512.10952",
        "code": "https://github.com/PLAN-Lab/DaSH",
        "video": "",
        "data": ""
      },
      "venueAbbr": "AAAI 2026 (ORAL)"
    },
    {
      "id": "2026-zhou-tiny-but-trusted-efficient-vision-language-reasoning-for-time-series",
      "title": "Tiny but Trusted: Efficient Vision-Language Reasoning for Time-Series Anomaly Detection",
      "projectName": "VisAnom",
      "authors": [
        "Xiaona Zhou",
        "Muntasir Wahed",
        "Tianjiao Yu",
        "Constantin Brif",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-05-28",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/visanom_teaser.webp",
      "doi": "10.48550/arXiv.2605.30344",
      "links": {
        "website": "/projects/VisAnom/",
        "paper": "https://arxiv.org/pdf/2605.30344",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "arXiv"
    },
    {
      "id": "2026-Shen-egoforge-goal-directed-egocentric-world-simulator",
      "title": "EgoForge: Goal-Directed Egocentric World Simulator",
      "projectName": "EgoForge",
      "authors": [
        "Yifan Shen",
        "Jiateng Liu",
        "Xinzhuo Li",
        "Yuanzhe Liu",
        "Bingxuan Li",
        "Houze Yang",
        "Wenqi Jia",
        "Yijiang Li",
        "Tianjiao Yu",
        "James Matthew Rehg",
        "Xu Cao",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-03-20",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/egoforge.webp",
      "doi": "10.48550/arXiv.2603.20169",
      "links": {
        "website": "/projects/egoforge/",
        "paper": "https://arxiv.org/pdf/2603.20169",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "arXiv"
    },
    {
      "id": "2026-Shen-cogniroute-learning-to-route-social-evidence",
      "title": "CogniRoute: Learning to Route Social Evidence in Omni-Modal Models",
      "projectName": "CogniRoute",
      "authors": [
        "Yifan Shen",
        "Pei Tian",
        "Xinzhuo Li",
        "Bowen Fang",
        "Shujun Xia",
        "Bingxuan Li",
        "Ana Jojic",
        "Wenming Ye",
        "Xu Cao",
        "James Matthew Rehg",
        "Ismini Lourentzou"
      ],
      "year": 2026,
      "date": "2026-06-30",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/cogniroute.webp",
      "doi": "10.48550/arXiv.2606.20970",
      "links": {
        "website": "/projects/cogniroute/",
        "paper": "https://arxiv.org/pdf/2606.20970",
        "code": "",
        "video": "",
        "data": ""
      },
      "venueAbbr": "arXiv"
    },
    {
      "id": "2026-Li-toward-cognitive-supersensing-multimodal-llm",
      "title": "Toward Cognitive Supersensing in Multimodal Large Language Model",
      "projectName": "Cognitive Supersensing",
      "authors": [
        "Boyi Li*",
        "Yifan Shen*",
        "Yuanzhe Liu*",
        "Yifan Xu",
        "Jiateng Liu",
        "Xinzhuo Li",
        "Zhengyuan Li",
        "Jingyuan Zhu",
        "Yunhan Zhong",
        "Fangzhou Lan",
        "Jianguo Cao",
        "James Matthew Rehg",
        "Heng Ji",
        "Ismini Lourentzou^",
        "Xu Cao^"
      ],
      "year": 2026,
      "date": "2026-02-02",
      "venue": "arXiv",
      "type": "paper",
      "cover": "assets/images/publications/cognitive-supersensing.webp",
      "doi": "10.48550/arXiv.2602.01541",
      "links": {
        "website": "",
        "paper": "https://arxiv.org/pdf/2602.01541",
        "code": "https://github.com/PediaMedAI/Cognition-MLLM",
        "video": "",
        "data": "https://huggingface.co/datasets/PediaMedAI/CogSense-Bench"
      },
      "venueAbbr": "arXiv"
    }
  ]
}