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The Hong Kong University of Science and Technology(香港科技大学)

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2404.11871 2025-06-10 cs.CV

Group-On: Boosting One-Shot Segmentation with Supportive Query

Hanjing Zhou, Mingze Yin, Danny Chen, Jian Wu, JinTai Chen

机构 * Zhejiang University(浙江大学) University of Notre Dame(诺丁汉大学) Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence(浙江省医学影像人工智能重点实验室) HKUST(Guangzhou)(香港科技大学(广州))

Journal ref ICME 2025

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2506.06636 2025-06-10 cs.CL

SafeLawBench: Towards Safe Alignment of Large Language Models

Chuxue Cao, Han Zhu, Jiaming Ji, Qichao Sun, Zhenghao Zhu, Yinyu Wu, Juntao Dai, Yaodong Yang, Sirui Han, Yike Guo

机构 * Hong Kong University of Science and Technology(香港科技大学) Peking University(北京大学)

Comments Accepted to ACL2025 Findings

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2412.08468 2025-06-10 cs.RO cs.CV

Multi-GraspLLM: A Multimodal LLM for Multi-Hand Semantic Guided Grasp Generation

Haosheng Li, Weixin Mao, Weipeng Deng, Chenyu Meng, Haoqiang Fan, Tiancai Wang, Yoshie Osamu, Ping Tan, Hongan Wang, Xiaoming Deng

机构 * Institute of Software, Chinese Academy of Sciences(中国科学院软件研究所) Waseda University(早稻田大学) University of Hong Kong(香港大学) MEGVII Technology(美格智能科技) Hong Kong University of Science and Technology(香港科技大学)

Comments 16 pages, 10 figures

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2506.06199 2025-06-09 cs.RO cs.CV

3DFlowAction: Learning Cross-Embodiment Manipulation from 3D Flow World Model

Hongyan Zhi, Peihao Chen, Siyuan Zhou, Yubo Dong, Quanxi Wu, Lei Han, Mingkui Tan

机构 * South China University of Technology(南方科技大学) Tencent Robotics X(腾讯机器人实验室) Hong Kong University of Science and Technology(香港科学与技术大学) Pazhou Laboratory(琶洲实验室)

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2506.06034 2025-06-09 cs.CL

MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems?

Zhitao He, Zongwei Lyu, Dazhong Chen, Dadi Guo, Yi R. Fung

机构 * Hong Kong University of Science and Technology(香港理工大学) Chinese University of Hong Kong (Shenzhen)(香港中文大学(深圳))

Comments 29 pages

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2506.05936 2025-06-09 cs.CL cs.AI

DynamicMind: A Tri-Mode Thinking System for Large Language Models

Wei Li, Yanbin Wei, Qiushi Huang, Jiangyue Yan, Yang Chen, James T. Kwok, Yu Zhang

机构 * Southern University of Science and Technology(南方科技大学) Hong Kong University of Science and Technology(香港科技大学) University of Surrey(萨里大学)

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2505.07855 2025-06-09 cs.RO

A Physics-informed End-to-End Occupancy Framework for Motion Planning of Autonomous Vehicles

Shuqi Shen, Junjie Yang, Hongliang Lu, Hui Zhong, Qiming Zhang, Xinhu Zheng

机构 * The Hong Kong University of Science and Technology (Guangzhou)(香港科学与技术大学(广州))

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2407.05703 2025-06-09 cs.CV

HilbertMamba: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos

Huihui Xu, Yijun Yang, Angelica I Aviles-Rivero, Guang Yang, Jing Qin, Lei Zhu

机构 * The Hong Kong University of Science and Technology (Guangzhou), China(香港科技大学(广州)) The Hong Kong University of Science and Technology, China(香港科技大学) University of Cambridge, UK(剑桥大学) Imperial College London, UK(伦敦帝国学院) The Hong Kong Polytechnic University, China(香港理工大学)

Comments MICCAI2024 Early Accept

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2506.04950 2025-06-06 cs.CV

Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining

Yong Sun, Yipeng Wang, Junyu Shi, Zhiyuan Zhang, Yanmei Xiao, Lei Zhu, Manxi Jiang, Qiang Nie

机构 * The Hong Kong University of Science and Technology (Guangzhou)(香港科学与技术大学(广州)) Shanghai Jiao Tong University Center for Reproductive Medicine(上海交通大学生殖医学中心) Guangdong Second Provincial General Hospital(广东省第二人民医院)

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2506.04878 2025-06-06 math.ST cs.LG math.PR stat.ML stat.TH

kTULA: A Langevin sampling algorithm with improved KL bounds under super-linear log-gradients

Iosif Lytras, Sotirios Sabanis, Ying Zhang

机构 * Archimedes/Athena Research Centre & National Technical University of Athens(Archimedes/Athena研究机构 & 国家技术大学雅典) School of Mathematics, The University of Edinburgh(数学系,爱丁堡大学) The Alan Turing Institute, London, UK(艾伦·图灵研究所,伦敦,英国) National Technical University of Athens(国家技术大学雅典) Financial Technology Thrust, Society Hub, The Hong Kong University of Science and Technology (Guangzhou)(金融科技 thrust,社会枢纽,香港科技大学(广州))

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2506.04672 2025-06-06 cs.LG

FedAPM: Federated Learning via ADMM with Partial Model Personalization

Shengkun Zhu, Feiteng Nie, Jinshan Zeng, Sheng Wang, Yuan Sun, Yuan Yao, Shangfeng Chen, Quanqing Xu, Chuanhui Yang

机构 * School of Computer Science(计算机科学学院) Wuhan University(武汉大学) School of Management(管理学院) Xi’an Jiaotong University(西安交通大学) La Trobe Business School(拉筹伯商学院) La Trobe University(拉筹伯大学) Hong Kong University of Science and Technology(香港科技大学) Oceanbase Ant group(Oceanbase蚂蚁集团)

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2506.04606 2025-06-06 cs.CV

SmartAvatar: Text- and Image-Guided Human Avatar Generation with VLM AI Agents

Alexander Huang-Menders, Xinhang Liu, Andy Xu, Yuyao Zhang, Chi-Keung Tang, Yu-Wing Tai

机构 * The Hong Kong University of Science and Technology(香港科技大学) Dartmouth College(达特茅斯学院)

Comments 16 pages

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2506.04594 2025-06-06 cs.NI cs.AI eess.SP

Intelligent Channel Allocation for IEEE 802.11be Multi-Link Operation: When MAB Meets LLM

Shumin Lian, Jingwen Tong, Jun Zhang, Liqun Fu

机构 * School of Informatics, Xiamen University(厦门大学信息学院) Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology(香港科技大学电子与计算机工程系)

Comments This work has been accepted by JSAC 2025

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2506.04592 2025-06-06 cs.CL cs.AI cs.LG

Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification

Chengwu Liu, Ye Yuan, Yichun Yin, Yan Xu, Xin Xu, Zaoyu Chen, Yasheng Wang, Lifeng Shang, Qun Liu, Ming Zhang

机构 * School of Computer Science, National Key Laboratory for Multimedia Information Processing, PKU-Anker LLM Lab, Peking University(计算机学院、多媒体信息处理国家重点实验室、PKU-Anker LLM实验室、北京大学) Huawei Noah’s Ark Lab(华为诺亚实验室) The Hong Kong University of Science and Technology(香港科技大学) The Hong Kong Polytechnic University(香港理工大学)

Comments Accepted in ACL 2025

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2506.04590 2025-06-06 cs.CV

Follow-Your-Creation: Empowering 4D Creation through Video Inpainting

Yue Ma, Kunyu Feng, Xinhua Zhang, Hongyu Liu, David Junhao Zhang, Jinbo Xing, Yinhan Zhang, Ayden Yang, Zeyu Wang, Qifeng Chen

机构 * HKUST(香港科技大学) HKUST(GZ)(香港科技大学(广州)) NUS(国立新加坡大学) Tsinghua Univerisity(清华大学) CUHK(香港中文大学)

Comments Project Page: https://follow-your-creation.github.io/

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2506.04363 2025-06-06 cs.CV

WorldPrediction: A Benchmark for High-level World Modeling and Long-horizon Procedural Planning

Delong Chen, Willy Chung, Yejin Bang, Ziwei Ji, Pascale Fung

机构 * Meta FAIR Paris(Meta FAIR巴黎) The Hong Kong University of Science and Technology(香港科技大学) ISIR Sorbonne Université(索邦大学ISIR)

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2506.04213 2025-06-06 cs.CV

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers

Xuanhua He, Quande Liu, Zixuan Ye, Weicai Ye, Qiulin Wang, Xintao Wang, Qifeng Chen, Pengfei Wan, Di Zhang, Kun Gai

机构 * The Hong Kong University of Science and Technology(香港科学与技术大学) Kuaishou Technology(快手科技)

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2410.04055 2025-06-06 cs.CL

Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks

Jiayi He, Hehai Lin, Qingyun Wang, Yi Fung, Heng Ji

机构 * University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) Georgia Institute of Technology(佐治亚理工学院) The Hong Kong University of Science and Technology(香港科技大学)

Comments Accepted by ACL 2025 Findings

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2408.08328 2025-06-06 cs.AI cs.LG stat.AP

Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series

Weijia Zhang, Chenlong Yin, Hao Liu, Hui Xiong

机构 * HKUST(GZ)(香港科技大学(广州))

Comments Accepted by KDD'25

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2506.04216 2025-06-05 cs.CV

UNIC: Unified In-Context Video Editing

Zixuan Ye, Xuanhua He, Quande Liu, Qiulin Wang, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Qifeng Chen, Wenhan Luo

机构 * The Hong Kong University of Science and Technology(香港科学与技术大学) Kuaishou Technology(快手科技)

Comments The project page is at \href{https://zixuan-ye.github.io/UNIC}{https://zixuan-ye.github.io/UNIC}

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2506.03675 2025-06-05 cs.CV

BiXFormer: A Robust Framework for Maximizing Modality Effectiveness in Multi-Modal Semantic Segmentation

Jialei Chen, Xu Zheng, Danda Pani Paudel, Luc Van Gool, Hiroshi Murase, Daisuke Deguchi

机构 * Graduate School of Informatics, Nagoya University(名古屋大学信息学研究科) AI Thrust, The Hong Kong University of Science and Technology(香港科学与技术大学人工智能 thrust) INSAIT, Sofia University(索菲亚大学INSAIT)

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2503.02321 2025-06-05 eess.IV cs.CV

Rapid Bone Scintigraphy Enhancement via Semantic Prior Distillation from Segment Anything Model

Pengchen Liang, Leijun Shi, Huiping Yao, Bin Pu, Jianguo Chen, Lei Zhao, Haishan Huang, Zhuangzhuang Chen, Zhaozhao Xu, Lite Xu, Qing Chang, Yiwei Li

机构 * Department of Nuclear Medicine, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University(核医学科,上海儿童医学中心,上海交通大学医学院) School of Microelectronics, Shanghai University(微电子学院,上海大学) Department of Ophthalmology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine(眼科,瑞金医院,上海交通大学医学院) Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology(电子与计算机工程系,香港科学与技术大学) School of Software Engineering, Sun Yat-sen University(软件工程学院,中山大学) College of Computer Science and Electronic Engineering, Hunan University(计算机科学与电子工程学院,湖南大学) School of Computer Science and Technology, Henan Polytechnic University(计算机科学与技术学院,河南理工大学)

Comments 12 pages, 9 figures, 8 tables

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2412.17616 2025-06-05 cs.AI

Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey

Zixuan Shangguan, Yanjie Dong, Song Guo, Victor C. M. Leung, M. Jamal Deen, Xiping Hu

机构 * Shenzhen MSU-BIT University(深圳MSU-BIT大学) The Hong Kong University of Science and Technology(香港科学与技术大学) AI Atlas Inc(AI Atlas公司)

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2407.09887 2025-06-05 cs.LG math.OC

OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling

Zhicheng Yang, Yiwei Wang, Yinya Huang, Zhijiang Guo, Wei Shi, Xiongwei Han, Liang Feng, Linqi Song, Xiaodan Liang, Jing Tang

机构 * The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州)) The Hong Kong University of Science and Technology(香港科技大学) University of California, Merced(加州大学梅德福分校) ETH Zurich(苏黎世联邦理工学院) City University of Hong Kong(香港城市大学) Huawei Noah’s Ark Lab(华为诺亚实验室) Sun Yat-sen University(中山大学) MBZUAI Chongqing University(重庆大学)

Journal ref The Thirteenth International Conference on Learning Representations, 2025

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2506.03118 2025-06-04 cs.GR cs.CV

HumanRAM: Feed-forward Human Reconstruction and Animation Model using Transformers

Zhiyuan Yu, Zhe Li, Hujun Bao, Can Yang, Xiaowei Zhou

机构 * Hong Kong University of Science and Technology(香港科学与技术大学) Huawei(华为) State Key Laboratory of CAD&CG, Zhejiang University(浙江大学计算机辅助设计与图形学国家重点实验室)

Comments Accepted by SIGGRAPH 2025 (Conference Track). Project page: https://zju3dv.github.io/humanram/

Journal ref SIGGRAPH 2025 Conference Proceedings

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2502.11184 2025-06-04 cs.CL cs.AI cs.CV cs.MM

Can't See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs

Wenxuan Wang, Xiaoyuan Liu, Kuiyi Gao, Jen-tse Huang, Youliang Yuan, Pinjia He, Shuai Wang, Zhaopeng Tu

机构 * Renmin University of China(中国人民大学) Chinese University of Hong Kong, Shenzhen(香港中文大学(深圳)) Chinese University of Hong Kong(香港中文大学) Johns Hopkins University(约翰霍普金斯大学) Hong Kong University of Science and Technology(香港科技大学) Tencent(腾讯)

Comments Accepted by ACL 2025

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2410.03869 2025-06-04 cs.CL cs.AI cs.CR cs.CV cs.MM

Chain-of-Jailbreak Attack for Image Generation Models via Editing Step by Step

Wenxuan Wang, Kuiyi Gao, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu, Shuai Wang, Wenxiang Jiao, Zhaopeng Tu

机构 * Renmin University of China(中国人民大学) Chinese University of Hong Kong(香港大学) Chinese University of Hong Kong, Shenzhen(香港大学(深圳)) Johns Hopkins University(约翰霍普金斯大学) Tencent(腾讯) Hong Kong University of Science and Technology(香港科技大学)

Comments Accepted by ACL 2025 Findings

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2506.02787 2025-06-04 cs.DC cs.AI

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization

Ruilong Wu, Xinjiao Li, Yisu Wang, Xinyu Chen, Dirk Kutscher

机构 * The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州))

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2506.02620 2025-06-04 cs.GR cs.CV

FlexPainter: Flexible and Multi-View Consistent Texture Generation

Dongyu Yan, Leyi Wu, Jiantao Lin, Luozhou Wang, Tianshuo Xu, Zhifei Chen, Zhen Yang, Lie Xu, Shunsi Zhang, Yingcong Chen

机构 * HKUST(GZ)(香港科技大学(广州)) Quwan(启文) HKUST(香港科技大学)

Comments 11 pages, 10 figures in main paper, 10 pages, 12 figures in supplementary

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2506.02461 2025-06-04 cs.CL

XToM: Exploring the Multilingual Theory of Mind for Large Language Models

Chunkit Chan, Yauwai Yim, Hongchuan Zeng, Zhiying Zou, Xinyuan Cheng, Zhifan Sun, Zheye Deng, Kawai Chung, Yuzhuo Ao, Yixiang Fan, Cheng Jiayang, Ercong Nie, Ginny Y. Wong, Helmut Schmid, Hinrich Schütze, Simon See, Yangqiu Song

机构 * HKUST, Hong Kong(香港理工大学) NVIDIA AI Technology Center (NVAITC), USA(NVIDIA AI技术中心(NVAITC)) Shanghai Jiao Tong University, China(上海交通大学) Technische Universtität Darmstadt, Germany(德累斯顿技术大学) LMU Munich, Germany(慕尼黑大学) Munich Center for Machine Learning, Germany(慕尼黑机器学习中心)

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