Liu, Lin

46 publications

ICLRW 2025 $\text{CO}_2$-Net: A Physics-Informed Spatio-Temporal Model for Global $\text{CO}_2$ Reconstruction Hao Zheng, Yuting Zheng, Hanbo Huang, Chaofan Sun, Lin Liu, Enhui Liao, Yi Han, Hao Zhou, Shiyu Liang

ICCV 2025 Accelerating Diffusion Transformer via Gradient-Optimized Cache Junxiang Qiu, Lin Liu, Shuo Wang, Jinda Lu, Kezhou Chen, Yanbin Hao

ICCV 2025 CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction Hao Zheng, Yuting Zheng, Hanbo Huang, Chaofan Sun, Enhui Liao, Lin Liu, Yi Han, Hao Zhou, Shiyu Liang

WACV 2025 Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection Ziqiang Dang, Jianfang Li, Lin Liu

IJCAI 2025 Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yun Chen, Yanchang Zhao

AAAI 2025 Diffusion Models for Attribution Xiongren Chen, Jiuyong Li, Jixue Liu, Lin Liu, Stefan Peters, Thuc Duy Le, Wentao Gao, Xiaojing Du, Anthony Walsh

CVPR 2025 Don't Shake the Wheel: Momentum-Aware Planning in End-to-End Autonomous Driving Ziying Song, Caiyan Jia, Lin Liu, Hongyu Pan, Yongchang Zhang, Junming Wang, Xingyu Zhang, Shaoqing Xu, Lei Yang, Yadan Luo

ICLR 2025 Federated Few-Shot Class-Incremental Learning Muhammad Anwar Ma'sum, Mahardhika Pratama, Lin Liu, H Habibullah, Ryszard Kowalczyk

AAAI 2025 GenAuction: A Generative Auction for Online Advertising Yuchao Ma, Ruohan Qian, Bingzhe Wang, Qi Qi, Wenqiang Liu, Qian Tang, Zhao Shen, Wei Zhong, Bo Shen, Yixin Su, Bin Zou, Wen Yi, Zhi Guo, Shuanglong Li, Lin Liu

IJCAI 2025 Interaction-Data-Guided Conditional Instrumental Variables for Debiasing Recommender Systems Zhirong Huang, Debo Cheng, Lin Liu, Jiuyong Li, Guangquan Lu, Shichao Zhang

MLJ 2025 Is It Still Fair? a Comparative Evaluation of Fairness Algorithms Through the Lens of Covariate Drift Oscar Blessed Deho, Michael Bewong, Selasi Kwashie, Jiuyong Li, Jixue Liu, Lin Liu, Srecko Joksimovic

ICLRW 2025 On-Premises LLM Deployment Demands a Middle Path: Preserving Privacy Without Sacrificing Model Confidentiality Hanbo Huang, Yihan Li, Bowen Jiang, Lin Liu, Bo Jiang, Ruoyu Sun, Zhuotao Liu, Shiyu Liang

ICCV 2025 PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning M. Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk

ICML 2025 Telling Peer Direct Effects from Indirect Effects in Observational Network Data Xiaojing Du, Jiuyong Li, Debo Cheng, Lin Liu, Wentao Gao, Xiongren Chen, Ziqi Xu

ICLR 2025 Vision and Language Synergy for Rehearsal Free Continual Learning Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, H Habibullah, Ryszard Kowalczyk

ICLR 2024 Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu

ICLR 2024 Conditional Instrumental Variable Regression with Representation Learning for Causal Inference Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

ICML 2024 DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation Qinshuo Liu, Zixin Wang, Xi’An Li, Xinyao Ji, Lei Zhang, Lin Liu, Zhonghua Liu

ACML 2024 Diffusion-Based Adversarial Attack to Automatic Speech Recognition Ying Wang, Yuchuan Luo, Shaojing Fu, Zhenyu Qiu, Lin Liu

ICMLW 2024 Enhancing the Resilience of LLMs Against Grey-Box Extractions Hanbo Huang, Yihan Li, Bowen Jiang, Bo Jiang, Lin Liu, Zhuotao Liu, Ruoyu Sun, Shiyu Liang

AAAI 2024 FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning Xianjie Guo, Kui Yu, Lin Liu, Jiuyong Li

ECCV 2024 GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection Ziying Song, Lei Yang, Shaoqing Xu, Lin Liu, Dongyang Xu, Caiyan Jia, Feiyang Jia, Li Wang

AAAI 2024 Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le

AAAI 2024 PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine Chenrui Zhang, Lin Liu, Chuyuan Wang, Xiao Sun, Hongyu Wang, Jinpeng Wang, Mingchen Cai

IJCAI 2024 RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM Ziying Song, Guoxing Zhang, Lin Liu, Lei Yang, Shaoqing Xu, Caiyan Jia, Feiyang Jia, Li Wang

AAAI 2023 Causal Inference with Conditional Instruments Using Deep Generative Models Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le

ICCV 2023 DG3D: Generating High Quality 3D Textured Shapes by Learning to Discriminate Multi-Modal Diffusion-Renderings Qi Zuo, Yafei Song, Jianfang Li, Lin Liu, Liefeng Bo

AAAI 2023 Disentangled Representation for Causal Mediation Analysis Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang

ICCV 2023 Face Clustering via Graph Convolutional Networks with Confidence Edges Yang Wu, Zhiwei Ge, Yuhao Luo, Lin Liu, Sulong Xu

ECML-PKDD 2023 Learning Conditional Instrumental Variable Representation for Causal Effect Estimation Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu

AAAI 2023 Low-Light Video Enhancement with Synthetic Event Guidance Lin Liu, Junfeng An, Jianzhuang Liu, Shanxin Yuan, Xiangyu Chen, Wengang Zhou, Houqiang Li, Yanfeng Wang, Qi Tian

NeurIPS 2023 SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang, Jing Zhang, Bo Du, Minqiang Xu, Lin Liu, Dacheng Tao, Liangpei Zhang

IJCAI 2022 Ancestral Instrument Method for Causal Inference Without Complete Knowledge Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu

NeurIPS 2022 DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning Siqi Xu, Lin Liu, Zhonghua Liu

CVPRW 2022 Human Stools Classification for Gastrointestinal Health Based on an Improved ResNet18 Model with Dual Attention Mechanism Jing Zhang, Tao Wen, Tao He, Xiangzhou Wang, Ruqian Hao, Juanxiu Liu, Xiaohui Du, Lin Liu

CVPRW 2022 NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park

CVPRW 2022 NTIRE 2022 Challenge on Night Photography Rendering Egor I. Ershov, Alexey Savchik, Denis A. Shepelev, Nikola Banic, Michael S. Brown, Radu Timofte, Karlo Koscevic, Michael Freeman, Vasily Tesalin, Dmitry Bocharov, Illya Semenkov, Marko Subasic, Sven Loncaric, Arseniy P. Terekhin, Shuai Liu, Chaoyu Feng, Hao Wang, Ran Zhu, Yongqiang Li, Lei Lei, Zhihao Li, Si Yi, Linghao Han, Ruiqi Wu, Xin Jin, Chunle Guo, Furkan Kinli, Sami Mentes, Baris Özcan, Furkan Kiraç, Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Wei Li, Yipeng Ma, Tao Wang, Ruikang Xu, Fenglong Song, Wei-Ting Chen, Hao-Hsiang Yang, Zhi-Kai Huang, Hua-En Chang, Sy-Yen Kuo, Zhexin Liang, Shangchen Zhou, Ruicheng Feng, Chongyi Li, Xiangyu Chen, Binbin Song, Shile Zhang, Lin Liu, Zhendong Wang, Dohoon Ryu, Hyokyoung Bae, Taesung Kwon, Chaitra Desai, Nikhil Akalwadi, Amogh Joshi, Chinmayee Mandi, Sampada Malagi, Akash Uppin, Sai Sudheer Reddy, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi

AAAI 2022 SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian

ECCV 2022 TAPE: Task-Agnostic Prior Embedding for Image Restoration Lin Liu, Lingxi Xie, Xiaopeng Zhang, Shanxin Yuan, Xiangyu Chen, Wengang Zhou, Houqiang Li, Qi Tian

JMLR 2021 Adaptive Estimation of Nonparametric Functionals Lin Liu, Rajarshi Mukherjee, James M. Robins, Eric Tchetgen Tchetgen

ECML-PKDD 2021 Discovering Proper Neighbors to Improve Session-Based Recommendation Lin Liu, Li Wang, Tao Lian

AAAI 2021 Treatment Effect Estimation with Disentangled Latent Factors Weijia Zhang, Lin Liu, Jiuyong Li

NeurIPS 2020 Self-Adaptively Learning to Demoiré from Focused and Defocused Image Pairs Lin Liu, Shanxin Yuan, Jianzhuang Liu, Liping Bao, Gregory Slabaugh, Qi Tian

ECCV 2020 Wavelet-Based Dual-Branch Network for Image Demoiréing Lin Liu, Jianzhuang Liu, Shanxin Yuan, Gregory Slabaugh, Aleš Leonardis, Wengang Zhou, Qi Tian

IJCAI 2017 A Structural Representation Learning for Multi-Relational Networks Lin Liu, Xin Li, William K. Cheung, Chengcheng Xu

NeCo 1998 Modeling the Surround of MT Cells and Their Selectivity for Surface Orientation in Depth Specified by Motion Lin Liu, Marc M. Van Hulle