Boundary-Aware Network for Fast and High-Accuracy Portrait Segmentation. - Xi Chen 119; Donglian Qi; Jianxin Shen (CoRR, 2019)

State-Aware Tracker for Real-Time Video Object Segmentation. - Xi Chen 119; Zuoxin Li; Ye Yuan 012; Gang Yu 002; Jianxin Shen; Donglian Qi (CVPR, 2020)

Echo state graph neural networks with analogue random resistor arrays. - Shaocong Wang; Yi Li 049; Dingchen Wang; Woyu Zhang; Xi Chen 119; Danian Dong; Songqi Wang; Xumeng Zhang; Peng Lin; Claudio Gallicchio; Xiaoxin Xu; Qi Liu 010; et al. (CoRR, 2021)

FocalClick: Towards Practical Interactive Image Segmentation. - Xi Chen 119; Zhiyan Zhao; Yilei Zhang; Manni Duan; Donglian Qi; Hengshuang Zhao (CVPR, 2022)

iNL: Implicit non-local network. - Yifeng Han; Xi Chen 119; Songjie Zhang; Donglian Qi (Neurocomputing, 2022)

Detecting Everything in the Open World: Towards Universal Object Detection. - Zhenyu Wang 005; Yali Li 001; Xi Chen 119; Ser-Nam Lim; Antonio Torralba 001; Hengshuang Zhao; Shengjin Wang (CVPR, 2023)

Open-vocabulary Panoptic Segmentation with Embedding Modulation. - Xi Chen 119; Shuang Li 013; Ser-Nam Lim; Antonio Torralba 001; Hengshuang Zhao (ICCV, 2023)

Uni3DETR: Unified 3D Detection Transformer. - Zhenyu Wang 005; Ya-Li Li 001; Xi Chen 119; Hengshuang Zhao; Shengjin Wang (NeurIPS, 2023)

ScribbleSeg: Scribble-based Interactive Image Segmentation. - Xi Chen 119; Yau Shing Jonathan Cheung; Ser-Nam Lim; Hengshuang Zhao (CoRR, 2023)

Pruning random resistive memory for optimizing analogue AI. - Yi Li 049; Songqi Wang; Yaping Zhao; Shaocong Wang; Woyu Zhang; Yangu He; Ning Lin; Binbin Cui; Xi Chen 119; Shiming Zhang; Hao Jiang 024; Peng Lin; et al. (CoRR, 2023)

A Lightweight Clustering Framework for Unsupervised Semantic Segmentation. - Yau Shing Jonathan Cheung; Xi Chen 119; Lihe Yang; Hengshuang Zhao (CoRR, 2023)

Echo state graph neural networks with analogue random resistive memory arrays. - Shaocong Wang; Yi Li 049; Dingchen Wang; Woyu Zhang; Xi Chen 119; Danian Dong; Songqi Wang; Xumeng Zhang; Peng Lin; Claudio Gallicchio; Xiaoxin Xu; Qi Liu 010; et al. (Nat. Mac. Intell., 2023)

Wavelet-Driven Spatiotemporal Predictive Learning: Bridging Frequency and Time Variations. - Xuesong Nie; Yunfeng Yan; Siyuan Li 002; Cheng Tan 012; Xi Chen 119; Haoyuan Jin; Zhihang Zhu; Stan Z. Li; Donglian Qi (AAAI, 2024)

AnyDoor: Zero-shot Object-level Image Customization. - Xi Chen 119; Lianghua Huang; Yu Liu 063; Yujun Shen; Deli Zhao; Hengshuang Zhao (CVPR, 2024)

PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding. - Xuesong Nie; Haoyuan Jin; Yunfeng Yan; Xi Chen 119; Zhihang Zhu; Donglian Qi (CVPR, 2024)

LivePhoto: Real Image Animation with Text-Guided Motion Control. - Xi Chen 119; Zhiheng Liu; Mengting Chen; Yutong Feng; Yu Liu 063; Yujun Shen; Hengshuang Zhao (ECCV (18), 2024)

OpenIns3D: Snap and Lookup for 3D Open-Vocabulary Instance Segmentation. - Zhening Huang; Xiaoyang Wu 002; Xi Chen 119; Hengshuang Zhao; Lei Zhu 003; Joan Lasenby (ECCV (62), 2024)

LogoSticker: Inserting Logos Into Diffusion Models for Customized Generation. - Mingkang Zhu; Xi Chen 119; Zhongdao Wang; Hengshuang Zhao; Jiaya Jia (ECCV (60), 2024)

SAMP: Adapting Segment Anything Model for Pose Estimation. - Zhihang Zhu; Yunfeng Yan; Yi Chen; Haoyuan Jin; Xuesong Nie; Donglian Qi; Xi Chen 119 (ICME, 2024)

Object-Level Pseudo-3D Lifting for Distance-Aware Tracking. - Haoyuan Jin; Xuesong Nie; Yunfeng Yan; Xi Chen 119; Zhihang Zhu; Donglian Qi (ACM Multimedia, 2024)

Zero-shot Image Editing with Reference Imitation. - Xi Chen 119; Yutong Feng; Mengting Chen; Yiyang Wang; Shilong Zhang; Yu Liu 063; Yujun Shen; Hengshuang Zhao (NeurIPS, 2024)

Triplet Attention Transformer for Spatiotemporal Predictive Learning. - Xuesong Nie; Xi Chen 119; Haoyuan Jin; Zhihang Zhu; Yunfeng Yan; Donglian Qi (WACV, 2024)

OpenSUN3D: 1st Workshop Challenge on Open-Vocabulary 3D Scene Understanding. - Francis Engelmann; Ayça Takmaz; Jonas Schult; Elisabetta Fedele; Johanna Wald; Songyou Peng; Xi Wang 021; Or Litany; Siyu Tang 001; Federico Tombari; Marc Pollefeys; Leonidas J. Guibas; et al. (CoRR, 2024)

Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. - Jichang Yang; Hegan Chen; Jia Chen 032; Songqi Wang; Shaocong Wang; Yifei Yu; Xi Chen 119; Bo Wang 153; Xinyuan Zhang 008; Binbin Cui; Yi Li 049; Ning Lin; et al. (CoRR, 2024)

Efficient and accurate neural field reconstruction using resistive memory. - Yifei Yu; Shaocong Wang; Woyu Zhang; Xinyuan Zhang 008; Xiuzhe Wu; Yangu He; Jichang Yang; Yue Zhang 011; Ning Lin; Bo Wang 153; Xi Chen 119; Songqi Wang; et al. (CoRR, 2024)

Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. - Hegan Chen; Jichang Yang; Jia Chen 032; Songqi Wang; Shaocong Wang; Dingchen Wang; Xinyu Tian; Yifei Yu; Xi Chen 119; Yinan Lin; Yangu He; Xiaoshan Wu; et al. (CoRR, 2024)

FashionComposer: Compositional Fashion Image Generation. - Sihui Ji; Yiyang Wang; Xi Chen 119; Xiaogang Xu 002; Hao Luo 004; Hengshuang Zhao (CoRR, 2024)

ScopeViT: Scale-Aware Vision Transformer. - Xuesong Nie; Haoyuan Jin; Yunfeng Yan; Xi Chen 119; Zhihang Zhu; Donglian Qi (Pattern Recognit., 2024)

AHOR: Online Multi-Object Tracking With Authenticity Hierarchizing and Occlusion Recovery. - Haoyuan Jin; Xuesong Nie; Yunfeng Yan; Xi Chen 119; Zhihang Zhu; Donglian Qi (IEEE Trans. Circuits Syst. Video Technol., 2024)

UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics. - Xi Chen 119; Zhifei Zhang; He Zhang 004; Yuqian Zhou; Soo Ye Kim; Qing Liu 017; Yijun Li 001; Jianming Zhang 001; Nanxuan Zhao; Yilin Wang 002; Hui Ding; Zhe Lin 001; et al. (CVPR, 2025)

ObjectMover: Generative Object Movement with Video Prior. - Xin Yu 004; Tianyu Wang 003; Soo Ye Kim; Paul Guerrero 001; Xi Chen 119; Qing Liu 017; Zhe Lin 001; Xiaojuan Qi 001 (CVPR, 2025)

VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control. - Yuanpeng Tu; Hao Luo 004; Xi Chen 119; Sihui Ji; Xiang Bai; Hengshuang Zhao (CoRR, 2025)

DreamMask: Boosting Open-vocabulary Panoptic Segmentation with Synthetic Data. - Yuanpeng Tu; Xi Chen 119; Ser-Nam Lim; Hengshuang Zhao (CoRR, 2025)

DiffDoctor: Diagnosing Image Diffusion Models Before Treating. - Yiyang Wang; Xi Chen 119; Xiaogang Xu 002; Sihui Ji; Yu Liu 063; Yujun Shen; Hengshuang Zhao (CoRR, 2025)

Effective LLM Knowledge Learning via Model Generalization. - Mingkang Zhu; Xi Chen 119; Zhongdao Wang; Bei Yu 001; Hengshuang Zhao; Jiaya Jia (CoRR, 2025)

Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation. - Mingkang Zhu; Xi Chen 119; Zhongdao Wang; Bei Yu 001; Hengshuang Zhao; Jiaya Jia (CoRR, 2025)

LayerFlow: A Unified Model for Layer-aware Video Generation. - Sihui Ji; Hao Luo 004; Xi Chen 119; Yuanpeng Tu; Yiyang Wang; Hengshuang Zhao (CoRR, 2025)

PlayerOne: Egocentric World Simulator. - Yuanpeng Tu; Hao Luo 004; Xi Chen 119; Xiang Bai; Fan Wang 019; Hengshuang Zhao (CoRR, 2025)

TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization. - Mingkang Zhu; Xi Chen 119; Zhongdao Wang; Bei Yu 001; Hengshuang Zhao; Jiaya Jia (CoRR, 2025)

FocalClick-XL: Towards Unified and High-quality Interactive Segmentation. - Xi Chen 119; Hengshuang Zhao (CoRR, 2025)

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning. - Xi Chen 119; Mingkang Zhu; Shaoteng Liu; Xiaoyang Wu 002; Xiaogang Xu 002; Yu Liu 063; Xiang Bai; Hengshuang Zhao (CoRR, 2025)

UniDetector: Towards Universal Object Detection With Heterogeneous Supervision. - Zhenyu Wang 005; Yali Li 001; Xi Chen 119; Ser-Nam Lim; Antonio Torralba 001; Hengshuang Zhao; Shengjin Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds. - Shuai Tan; Biao Gong; Zhuoxin Liu; Yan Wang; Xi Chen 119; Yifan Feng; Hengshuang Zhao (CoRR, 2025)

ROSE: Remove Objects with Side Effects in Videos. - Chenxuan Miao; Yutong Feng; Jianshu Zeng; Zixiang Gao; Hantang Liu; Yunfeng Yan; Donglian Qi; Xi Chen 119; Bin Wang; Hengshuang Zhao (CoRR, 2025)

AnyDoor: Zero-Shot Image Customization With Region-to-Region Reference. - Xi Chen 119; Lianghua Huang; Yu Liu 063; Yujun Shen; Deli Zhao; Hengshuang Zhao (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

DiffCamera: Arbitrary Refocusing on Images. - Yiyang Wang; Xi Chen 119; Xiaogang Xu 002; Yu Liu 063; Hengshuang Zhao (CoRR, 2025)

From Noisy Traces to Stable Gradients: Bias-Variance Optimized Preference Optimization for Aligning Large Reasoning Models. - Mingkang Zhu; Xi Chen 119; Bei Yu 001; Hengshuang Zhao; Jiaya Jia (CoRR, 2025)

Stratified GRPO: Handling Structural Heterogeneity in Reinforcement Learning of LLM Search Agents. - Mingkang Zhu; Xi Chen 119; Bei Yu 001; Hengshuang Zhao; Jiaya Jia (CoRR, 2025)

PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning. - Sihui Ji; Xi Chen 119; Xin Tao; Pengfei Wan; Hengshuang Zhao (CoRR, 2025)