Xinyan Liang

26 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2589-5392 ↗Homepage ↗

Venues

AAAI ×8 IJCAI ×7 ACM MM ×3 ICML ×3 NeurIPS ×2 ICCV ×1 ICLR ×1 SIGKDD ×1

Frequent coauthors

Qian Guo

×13

Yuhua Qian

×13

Bingbing Jiang

×11

Liang Du

×7

Jie Yang

×6

Chenglong Zhang

×6

Pinhan Fu

×5

Peng Zhou

×5

Weiguo Sheng

×5

Tingjin Luo

×5

Feijiang Li

×5

Zhongli Wang

×4

Papers

EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion
AAAI 2026 ·
Li Zhang
,
Pinhan Fu
,
Li Lv
,
Qian Guo
,
Liang Du
, Xinyan Liang
Multi-View Clustering with Granularity-Aware Pseudo Supervision
AAAI 2026 ·
Jie Yang
,
Cheng-You Lu
,
Zhongli Wang
,
Hsiang-Ting Chen
,
Guangkui Xu
,
Chenglong Zhang
,
Shuting Dong
, Xinyan Liang,
Bingbing Jiang
Self-Enhanced Density Clustering for High Dimension and Low Sample Size Data
SIGKDD 2026 ·
Bingbing Jiang
,
Zhongli Wang
,
Jie Yang
,
Guangkui Xu
,
Wei Chen
,
Chenglong Zhang
, Xinyan Liang,
Peng Zhou
,
Weiguo Sheng
,
Weiping Ding
Signal Enhancement via Multi-view Dynamic Representation and Alignment-aware Fusion
AAAI 2026 ·
Zikun Jin
,
Yuhua Qian
, Xinyan Liang,
Jiaqian Zhang
,
Jinpeng Yuan
,
Shen Hu
,
Haijun Geng
,
Honghong Cheng
Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification
AAAI 2026 ·
Li Lv
,
Qian Guo
,
Li Zhang
,
Liang Du
,
Bingbing Jiang
,
Lu Chen
, Xinyan Liang
A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing
IJCAI 2025 ·
Zhihua Cui
,
Shiwu Sun
,
Qian Guo
, Xinyan Liang,
Yuhua Qian
,
Zhixia Zhang
A Multi-view Fusion Approach for Enhancing Speech Signals via Short-time Fractional Fourier Transform
IJCAI 2025 ·
Zikun Jin
,
Yuhua Qian
, Xinyan Liang,
Haijun Geng
Adversarial Graph Fusion for Incomplete Multi-view Semi-supervised Learning with Tensorial Imputation
NeurIPS 2025 ·
Zhangqi Jiang
,
Tingjin Luo
,
Xu Yang
, Xinyan Liang
An Association-based Fusion Method for Speech Enhancement
IJCAI 2025 ·
Shijie Wang
,
Qian Guo
,
Lu Chen
,
Liang Du
,
Zikun Jin
,
Zhian Yuan
, Xinyan Liang
Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering
AAAI 2025 ·
Bingbing Jiang
,
Chenglong Zhang
, Xinyan Liang,
Peng Zhou
,
Jie Yang
,
Xingyu Wu
,
Junyi Guan
,
Weiping Ding
,
Weiguo Sheng
Enhanced Denesity Peak Clustering for High-Dimensional Data
AAAI 2025 ·
Zhongli Wang
,
Jie Yang
,
Junyi Guan
,
Chenglong Zhang
, Xinyan Liang,
Bingbing Jiang
,
Weiguo Sheng
Improving Evolutionary Multi-View Classification via Eliminating Individual Fitness Bias
NeurIPS 2025 · Xinyan Liang,
Shuai Li
,
Qian Guo
,
Yuhua Qian
,
Bingbing Jiang
,
Tingjin Luo
,
Liang Du
Multi-view Clustering via Multi-granularity Ensemble
IJCAI 2025 ·
Jie Yang
,
Wei Chen
,
Feng Liu
,
Peng Zhou
,
Zhongli Wang
, Xinyan Liang,
Bingbing Jiang
PASD: A Pixel-Adaptive Swarm Dynamics Approach for Unsupervised Low-Light Image Enhancement
ICCV 2025 ·
Shuai Jin
,
Yuhua Qian
,
Feijiang Li
,
Guoqing Liu
, Xinyan Liang
Robust Automatic Modulation Classification with Fuzzy Regularization
ICML 2025 · Xinyan Liang,
Ruijie Sang
,
Yuhua Qian
,
Qian Guo
,
Feijiang Li
,
Liang Du
Stabilizing Sample Similarity in Representation via Mitigating Random Consistency
ICML 2025 ·
Jieting Wang
,
Zelong Zhang
,
Feijiang Li
,
Yuhua Qian
, Xinyan Liang
Trusted Multi-View Classification via Evolutionary Multi-View Fusion
ICLR 2025 · Xinyan Liang,
Pinhan Fu
,
Yuhua Qian
,
Qian Guo
,
Guoqing Liu
Trusted Multi-View Classification with Expert Knowledge Constraints
ICML 2025 · Xinyan Liang,
Shijie Wang
,
Yuhua Qian
,
Qian Guo
,
Liang Du
,
Bingbing Jiang
,
Tingjin Luo
,
Feijiang Li
View-Association-Guided Dynamic Multi-View Classification
IJCAI 2025 · Xinyan Liang,
Li Lv
,
Qian Guo
,
Bingbing Jiang
,
Feijiang Li
,
Liang Du
,
Lu Chen
A Progressive Skip Reasoning Fusion Method for Multi-Modal Classification
ACM MM 2024 ·
Qian Guo
, Xinyan Liang,
Yuhua Qian
,
Zhihua Cui
,
Jie Wen
CoMO-NAS: Core-Structures-Guided Multi-Objective Neural Architecture Search for Multi-Modal Classification
ACM MM 2024 ·
Pinhan Fu
, Xinyan Liang,
Yuhua Qian
,
Qian Guo
,
Zhifang Wei
,
Wen Li
Core-Structures-Guided Multi-Modal Classification Neural Architecture Search
IJCAI 2024 ·
Pinhan Fu
, Xinyan Liang,
Tingjin Luo
,
Qian Guo
,
Yayu Zhang
,
Yuhua Qian
DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification
AAAI 2024 · Xinyan Liang,
Pinhan Fu
,
Qian Guo
,
Keyin Zheng
,
Yuhua Qian
Deep Incomplete Multi-View Learning Network with Insufficient Label Information
AAAI 2024 ·
Zhangqi Jiang
,
Tingjin Luo
, Xinyan Liang
Efficient Multi-view Unsupervised Feature Selection with Adaptive Structure Learning and Inference
IJCAI 2024 ·
Chenglong Zhang
,
Yang Fang
, Xinyan Liang,
Han Zhang
,
Peng Zhou
,
Xingyu Wu
,
Jie Yang
,
Bingbing Jiang
,
Weiguo Sheng
Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion
ACM MM 2024 ·
Chenglong Zhang
, Xinyan Liang,
Peng Zhou
,
Zhaolong Ling
,
Yingwei Zhang
,
Xingyu Wu
,
Weiguo Sheng
,
Bingbing Jiang