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2026 Journal Article On learning denoisable student logitsChen, Diqi, Li, Yang, Liu, Jiajun, Kusy, Brano, Zhou, Jun and Gao, Yongsheng (2026). On learning denoisable student logits. Pattern Recognition, 179 113684, 113684-179. doi: 10.1016/j.patcog.2026.113684 |
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2026 Journal Article A unified analysis on cross-architecture generalizability of coresetsChen, Diqi, Liu, Jiajun, de Hoog, Frank, Kusy, Brano, Zhou, Jun and Gao, Yongsheng (2026). A unified analysis on cross-architecture generalizability of coresets. Pattern Recognition, 179 113730, 113730. doi: 10.1016/j.patcog.2026.113730 |
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2026 Journal Article Video-Seer: a hierarchical scene selection and multi-view analysis approach for zero-shot video question answeringHuang, Chenglei, Zhu, Jia, Li, Zilong, Guo, Hanghui, Liu, Jiajun, De Meo, Pasquale and Shi, Weijie (2026). Video-Seer: a hierarchical scene selection and multi-view analysis approach for zero-shot video question answering. IEEE Transactions on Multimedia, PP (99), 1-11. doi: 10.1109/TMM.2026.3673555 |
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2026 Journal Article Seagrass species classification using random forest and U-Net models on multiple satellite images taken at various times and placesThammasanya, Thunchanok, Chotikarn, Ponlachart, Liu, Jiajun, Kaewthongrach, Rungnapa, Moukomla, Sitthisak, Pongpiachan, Siwatt, Aobpaet, Anuphao, Vannametee, Ekkamol, Niammuad, Damrongrit, Charuchittipan, Doojdao, Choomkong, Apichat, Chidburee, Polpreecha, Chanket, Urawan, Bamroongrugsa, Noparat, Somboonsuke, Buncha and Sinutok, Sutinee (2026). Seagrass species classification using random forest and U-Net models on multiple satellite images taken at various times and places. International Journal of Remote Sensing, 1-20. doi: 10.1080/01431161.2026.2636792 |
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2026 Journal Article Understanding the Effects of Projectors in Knowledge DistillationChen, Yudong, Wang, Sen, Liu, Jiajun, Xu, Xuwei, Hoog, Frank de, Kusy, Brano and Huang, Zi (2026). Understanding the Effects of Projectors in Knowledge Distillation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-16. doi: 10.1109/tpami.2026.3677028 |
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2026 Journal Article DFedDG2: Distribution Guided Gossip Based Generalizable and Communication Efficient Decentralized Federated LearningPal, Biprodip, Funiak, Stano, Liu, Jiajun, Moghadam, Peyman, Islam, Md. Saiful and Liew, Alan Wee-Chung (2026). DFedDG2: Distribution Guided Gossip Based Generalizable and Communication Efficient Decentralized Federated Learning. IEEE Internet of Things Journal, 13 (11), 1-1. doi: 10.1109/jiot.2026.3667408 |
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2025 Conference Publication MARCO: a cooperative knowledge transfer framework for personalized cross-domain recommendationsXie, Lili, Zhang, Yi, Qiu, Ruihong, Liu, Jiajun and Wang, Sen (2025). MARCO: a cooperative knowledge transfer framework for personalized cross-domain recommendations. 2025 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, Xi'an, China, 7-10 December 2025. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3767695.3769481 |
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2025 Conference Publication OmniRestore: robust universal image restoration from combined and unspecified degradationsKarnavar, Anjusree, Li, Yang, Liu, Jiajun, Zhou, Jun and Wang, Junhu (2025). OmniRestore: robust universal image restoration from combined and unspecified degradations. 2025 IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, 30 October 2025. New York, NY United States: IEEE Computer Society. doi: 10.1109/ICME59968.2025.11209899 |
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2025 Conference Publication Queryable 3D scene representation: a multi-modal framework for semantic reasoning and robotic task planningLi, Xun, Santa Cruz, Rodrigo, Xi, Mingze, Zhang, Hu, Perera, Madhawa, Wang, Ziwei, Ravendran, Ahalya, Matthews, Brandon J., Xu, Feng, Adcock, Matt, Wang, Dadong and Liu, Jiajun (2025). Queryable 3D scene representation: a multi-modal framework for semantic reasoning and robotic task planning. 33rd ACM International Conference on Multimedia, Dublin, Ireland, 27-31 October 2025. New York, NY, United States: ACM. doi: 10.1145/3746027.3758177 |
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2025 Conference Publication Quantifying and narrowing the unknown: interactive text-to-video retrieval via uncertainty minimizationZhang, Bingqing, Cao, Zhuo, Du, Heming, Li, Yang, Li, Xue, Liu, Jiajun and Wang, Sen (2025). Quantifying and narrowing the unknown: interactive text-to-video retrieval via uncertainty minimization. 2025 IEEE/CVF International Conference on Computer Vision (ICCV), Honolulu, HI, United States, 19-25 October 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iccv51701.2025.02054 |
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2025 Conference Publication RePaViT: scalable vision transformer acceleration via structural reparameterization on feedforward network layersXu, Xuwei, Li, Yang, Chen, Yudong, Liu, Jiajun and Wang, Sen (2025). RePaViT: scalable vision transformer acceleration via structural reparameterization on feedforward network layers. International Conference on Machine Learning, Vancouver, Canada, 13-19 July 2025. San Diego, CA, United States: ICML. |
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2025 Journal Article SATE: efficient knowledge distillation with implicit student-aware teacher ensemblesChen, Diqi, Li, Yang, Liu, Jiajun, Zhou, Jun and Gao, Yongsheng (2025). SATE: efficient knowledge distillation with implicit student-aware teacher ensembles. Pattern Recognition, 172 112355, 112355. doi: 10.1016/j.patcog.2025.112355 |
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2025 Conference Publication DARLR: Dual-agent offline reinforcement learning for recommender systems with dynamic rewardZhang, Yi, Qiu, Ruihong, Xu, Xuwei, Liu, Jiajun and Wang, Sen (2025). DARLR: Dual-agent offline reinforcement learning for recommender systems with dynamic reward. 48th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padua, Italy, 13-18 July 2025. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726302.3729942 |
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2025 Conference Publication Building efficient segmentation models from large open-vocabulary foundation models without any labelsLi, Yang, Chen, Diqi, Wang, Sen, Kusy, Brano and Liu, Jiajun (2025). Building efficient segmentation models from large open-vocabulary foundation models without any labels. 2025 International Joint Conference on Neural Networks (IJCNN), Rome, Italy, 30 June-5 July 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ijcnn64981.2025.11228002 |
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2025 Conference Publication TokenBinder: Text-Video Retrieval with One-to-Many Alignment ParadigmZhang, Bingqing, Cao, Zhuo, Du, Heming, Yu, Xin, Li, Xue, Liu, Jiajun and Wang, Sen (2025). TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ United States, 26 February - 6 March 2025. Piscataway, NJ United States: IEEE. doi: 10.1109/wacv61041.2025.00485 |
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2025 Conference Publication On-the-fly object-aware representative point selection in point cloudZhang, Xiaoyu, Wang, Ziwei, Dong, Hai, Bao, Zhifeng and Liu, Jiajun (2025). On-the-fly object-aware representative point selection in point cloud. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, United States, 26 February-6 March 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/wacv61041.2025.00174 |
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2025 Conference Publication Effective tuning strategies for generalist robot manipulation policiesZhang, Wenbo, Li, Yang, Qiao, Yanyuan, Huang, Siyuan, Liu, Jiajun, Dayoub, Feras, Ma, Xiao and Liu, Lingqiao (2025). Effective tuning strategies for generalist robot manipulation policies. 2025 International Conference on Robotics and Automation (ICRA), Atlanta, GA, United States, 19 - 23 May 2025. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/ICRA55743.2025.11127492 |
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2025 Conference Publication GENERAL SCENE ADAPTATION FOR VISION-AND-LANGUAGE NAVIGATIONHong, Haodong, Qiao, Yanyuan, Wang, Sen, Liu, Jiajun and Wu, Qi (2025). GENERAL SCENE ADAPTATION FOR VISION-AND-LANGUAGE NAVIGATION. International Conference on Learning Representations, ICLR. |
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2025 Conference Publication LLM as copilot for coarse-grained vision-and-language navigationQiao, Yanyuan, Liu, Qianyi, Liu, Jiajun, Liu, Jing and Wu, Qi (2025). LLM as copilot for coarse-grained vision-and-language navigation. Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part V, Milan, Italy, 29 September – 4 October 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-3-031-72652-1_27 |
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2025 Conference Publication MEDIUM-DIFFICULTY SAMPLES CONSTITUTE SMOOTHED DECISION BOUNDARY FOR KNOWLEDGE DISTILLATION ON PRUNED DATASETSChen, Yudong, Xu, Xuwei, de Hoog, Frank, Liu, Jiajun and Wang, Sen (2025). MEDIUM-DIFFICULTY SAMPLES CONSTITUTE SMOOTHED DECISION BOUNDARY FOR KNOWLEDGE DISTILLATION ON PRUNED DATASETS. International Conference on Learning Representations, ICLR. |
