AMOR/e Lab,
Eindhoven University of Technology (TU/e)埃因霍温理工大学 (TU/e)
j.liu9 (at) tue.nl
Eindhoven, the Netherlands荷兰 埃因霍温
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Nov 2026I received the Chinese Government Award for Outstanding Self-Financed Students Abroad. Grateful for the support from my motherland!2026年11月我荣获国家优秀自费留学生奖学金,感谢祖国的支持!
May 2025Our work NPISeg3D on Interactive 3D Segmentation was accepted in ICML2025! See you in Vancouver!2025年5月我们关于交互式 3D 分割的工作 NPISeg3D 被 ICML 2025 接收!温哥华见!
Jan 2025CaPo, our first work on Embodied Agents, was accepted in ICLR2025, see you in Singapore.2025年1月我们在具身智能体方向的首个工作 CaPo 被 ICLR 2025 接收,新加坡见。
July 2024We present CPlot for Interactive Segmentation in ECCV2024, see you in Milano.2024年7月我们在 ECCV 2024 展示交互式分割工作 CPlot,米兰见。
June 2024One paper with Wenzhe Yin on Domain Adaptation was accepted in UAI 2024, see you in Barcelona.2024年6月我与 Wenzhe Yin 合作的域自适应论文被 UAI 2024 接收,巴塞罗那见。
Sept 2023We present prototype adaption for Few-shot point cloud segmentation in 3DV2024, see you in Davos.2023年9月我们在 3DV 2024 展示小样本点云分割的原型自适应方法,达沃斯见。
Sept 2022Our work on Few-shot Segmentation with Graph Convolution Network was accepted to BMVC2022.2022年9月我们关于图卷积的小样本分割工作被 BMVC 2022 接收。
June 2022One paper with Haochen Wang on Few-shot Segmentation was accepted to ACM MM 2022.2022年6月我与 Haochen Wang 合作的小样本分割论文被 ACM MM 2022 接收。
March 2022Our work on Few-shot Segmentation with Prototype Convolution was accepted to CVPR 2022.2022年3月我们关于原型卷积的小样本分割工作被 CVPR 2022 接收。
Sept 2021I joined VISLAB as a PhD candidate.2021年9月我加入 VISLAB 成为博士生。
I serve as a regular reviewer for CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, T-PAMI and IJCV.我长期担任 CVPR、ICCV、ECCV、NeurIPS、ICLR、ICML、T-PAMI 和 IJCV 的审稿人。
Research Interests研究兴趣
My research aims to develop human-centered AI that augment human capabilities in perception, reasoning, and interaction with the world. To achieve this, I am focusing on the following topics:我的研究旨在发展以人为中心的 AI,增强人类在感知、推理与交互方面的能力。为此我重点关注以下方向:
• Generalizable Perception: interactive segmentation, 3D scene understanding, multi-modal learning• 可泛化感知:交互式分割、3D 场景理解、多模态学习
• Generative Models: LLMs and MLLMs reasoning, interactive world models, vision-language models• 生成模型:LLMs 与 MLLMs 推理、交互式世界模型、视觉-语言模型
I'm a sports enthusiast with a passion for snowboarding and badminton. I also hold a 2nd-degree black belt in Taekwondo.
Whether on the slopes, the court, or in training, I love pushing my limits and shaping my skills.
我热爱运动,尤其喜欢滑雪板和羽毛球,并拥有跆拳道二段黑带。
无论在雪道、球场还是训练中,我都享受挑战自我、打磨技能。
Publications论文
Preprint'26
Selective Latent Thinking: Adaptive Compression of LLM Reasoning Chains选择性潜在思考:LLM 推理链的自适应压缩 Hui Xie*, Jie Liu*, Ziyue Qiao, Joaquin VanschorenHui Xie*, Jie Liu*, Ziyue Qiao, Joaquin Vanschoren arXiv, 2026 (*equal contribution)arXiv,2026 (*共同一作)
Open-Vocabulary Functional 3D Human-Scene Interaction Generation开放词汇的功能性三维人-场景交互生成 Jie Liu, Yu Sun, Alpár Cseke, Yao Feng, Nicolas Hron, Michael J. Black, Yan ZhangJie Liu, Yu Sun, Alpár Cseke, Yao Feng, Nicolas Hron, Michael J. Black, Yan Zhang arXiv, 2026 — work done as an intern at MeshcapadearXiv,2026 — 在 Meshcapade 实习期间完成
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-agent CooperationCaPo:高效具身多智能体协作的协同计划优化 Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees GM Snoek, Jan-Jakob Sonke, Efstratios GavvesJie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees GM Snoek, Jan-Jakob Sonke, Efstratios Gavves International Conference on Learning Representations (ICLR), 2025国际学习表征会议(ICLR),2025
Towards Uniformity and Alignment for Multimodal Representation Learning面向多模态表征学习的统一性与对齐 Wenzhe Yin, Pan Zhou, Zehao Xiao, Jie Liu, Shujian Yu, Jan-Jakob Sonke, Efstratios GavvesWenzhe Yin, Pan Zhou, Zehao Xiao, Jie Liu, Shujian Yu, Jan-Jakob Sonke, Efstratios Gavves International Conference on Machine Learning (ICML), 2026国际机器学习大会(ICML),2026
Are a Thousand Words Better Than a Single Picture? Beyond Images - A Framework for Multi-Modal Knowledge Graph Dataset Enrichment千言胜过一图?超越图像:用于多模态知识图谱数据集增强的框架 Pengyu Zhang, Klim Zaporojets, Jie Liu, Jia-Hong Huang, Paul GrothPengyu Zhang, Klim Zaporojets, Jie Liu, Jia-Hong Huang, Paul Groth European Semantic Web Conference (ESWC), 2026欧洲语义网会议(ESWC),2026