Liu Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 38

Top Topics

Convex Optimization

Imitation Learning

Coordinate Ascent

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Multim.

Publications

Zhipeng Zhou, Liu Liu, Peilin Zhao, Wei Gong
Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution. ICLR (2024)
Qianqian Zhao, Jiajun Su, Jianqing Zhu, Liu Liu, Huanqiang Zeng
Modality-Consistent Attention for Visible-Infrared Vehicle Re-Identification. IEEE Signal Process. Lett. 31 (2024)
Zixuan Liu, Liu Liu, Xueqian Wang, Peilin Zhao
DFWLayer: Differentiable Frank-Wolfe Optimization Layer. Tiny Papers @ ICLR (2024)
Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Jun Cheng
Language-Based Image Manipulation Built on Language-Guided Ranking. IEEE Trans. Multim. 25 (2023)
Zhihao Cheng, Li Shen, Miaoxi Zhu, Jiaxian Guo, Meng Fang, Liu Liu, Bo Du, Dacheng Tao
Prescribed Safety Performance Imitation Learning From a Single Expert Dataset. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao
SIN: Semantic Inference Network for Few-Shot Streaming Label Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Chuang Liu, Yibing Zhan, Baosheng Yu, Liu Liu, Bo Du, Wenbin Hu, Tongliang Liu
On Exploring Node-feature and Graph-structure Diversities for Node Drop Graph Pooling. CoRR (2023)
Jun Cheng, Fuxiang Wu, Liu Liu, Qieshi Zhang, Leszek Rutkowski, Dacheng Tao
InDecGAN: Learning to Generate Complex Images From Captions via Independent Object-Level Decomposition and Enhancement. IEEE Trans. Multim. 25 (2023)
Yajing Kong, Liu Liu, Maoying Qiao, Zhen Wang, Dacheng Tao
Trust-Region Adaptive Frequency for Online Continual Learning. Int. J. Comput. Vis. 131 (7) (2023)
Chuang Liu, Yibing Zhan, Baosheng Yu, Liu Liu, Bo Du, Wenbin Hu, Tongliang Liu
On exploring node-feature and graph-structure diversities for node drop graph pooling. Neural Networks 167 (2023)
Jianqing Zhu, Liu Liu, Yibing Zhan, Xiaobin Zhu, Huanqiang Zeng, Dacheng Tao
Attribute-Image Person Re-identification via Modal-Consistent Metric Learning. Int. J. Comput. Vis. 131 (11) (2023)
Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Lei Wang, Jun Cheng
Reject Decoding via Language-Vision Models for Text-to-Image Synthesis. AAAI (2023)
Zixuan Liu, Liu Liu, Bingzhe Wu, Lanqing Li, Xueqian Wang, Bo Yuan, Peilin Zhao
Dynamics Adapted Imitation Learning. Trans. Mach. Learn. Res. 2023 (2023)
Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao
Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function. CoRR (2023)
Xinyu Wu, Jinke Li, Liu Liu, Dacheng Tao
The Visual Footsteps Planning System for Exoskeleton Robots Under Complex Terrain. IEEE Trans. Syst. Man Cybern. Syst. 53 (8) (2023)
Stephen J. Maybank, Liu Liu, Dacheng Tao
Generalised Watson Distribution on the Hypersphere with Applications to Clustering. J. Math. Imaging Vis. 65 (2) (2023)
Fusheng Hao, Fengxiang He, Liu Liu, Fuxiang Wu, Dacheng Tao, Jun Cheng
Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification. ICCV (2023)
Zhen Wang, Liu Liu, Yiqun Duan, Yajing Kong, Dacheng Tao
Continual Learning with Lifelong Vision Transformer. CVPR (2022)
Liu Liu, Ji Liu, Dacheng Tao
Variance Reduced Methods for Non-Convex Composition Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Yajing Kong, Liu Liu, Zhen Wang, Dacheng Tao
Balancing Stability and Plasticity Through Advanced Null Space in Continual Learning. ECCV (26) (2022)
Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao
Continual Learning through Retrieval and Imagination. AAAI (2022)
Sheng Wan, Yibing Zhan, Liu Liu, Baosheng Yu, Shirui Pan, Chen Gong
Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels. NeurIPS (2021)
Ye Huang, Wenjing Jia, Xiangjian He, Liu Liu, Yuxin Li, Dacheng Tao
CAA : Channelized Axial Attention for Semantic Segmentation. CoRR (2021)
Zhen Wang, Yiqun Duan, Liu Liu, Dacheng Tao
Multi-label Few-shot Learning with Semantic Inference (Student Abstract). AAAI (2021)
Fang Yan, Yuanjie Zheng, Jinyu Cong, Liu Liu, Dacheng Tao, Sujuan Hou
Solving Jigsaw Puzzles via Nonconvex Quadratic Programming With the Projected Power Method. IEEE Trans. Multim. 23 (2021)
Zhen Wang, Liu Liu, Dacheng Tao
Deep Streaming Label Learning. ICML (2020)
Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao
On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration. CoRR (2020)
Liu Liu, Dacheng Tao
The Double-Accelerated Stochastic Method for Regularized Empirical Risk Minimization. IEEE Trans. Emerg. Top. Comput. Intell. 3 (6) (2019)
Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao
Quantum algorithm for finding the negative curvature direction in non-convex optimization. CoRR (2019)
Liu Liu, Ji Liu, Dacheng Tao
Dualityfree Methods for Stochastic Composition Optimization. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao
Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem. CoRR (2018)
Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao
Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient. CoRR (2018)
Liu Liu, Minhao Cheng, Cho-Jui Hsieh, Dacheng Tao
Stochastic Zeroth-order Optimization via Variance Reduction method. CoRR (2018)
Kailing Guo, Liu Liu, Xiangmin Xu, Dong Xu, Dacheng Tao
GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Maoying Qiao, Liu Liu, Jun Yu, Chang Xu, Dacheng Tao
Diversified dictionaries for multi-instance learning. Pattern Recognit. 64 (2017)
Liu Liu, Ji Liu, Dacheng Tao
Duality-free Methods for Stochastic Composition Optimization. CoRR (2017)
Chen Gong, Dacheng Tao, Wei Liu, Liu Liu, Jie Yang
Label Propagation via Teaching-to-Learn and Learning-to-Teach. IEEE Trans. Neural Networks Learn. Syst. 28 (6) (2017)
Liu Liu, Dacheng Tao
Sublinear Dual Coordinate Ascent for Regularized Loss Minimization. ICDM (2016)