Siyang Song

29 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×8 ACM MM ×5 CVPR ×3 ICCV ×3 NeurIPS ×3 WACV ×2 BMVC ×1 ECAI ×1 ECCV ×1 EMNLP ×1 IROS ×1

Frequent coauthors

Weicheng Xie

×13

Linlin Shen

×12

Xilin He

×8

Cheng Luo

×8

Xiangyu Kong

×5

Zitong Yu

×5

Lu Liu

×4

Hengde Zhu

×4

Wei Zhang

×4

Muhammad Haris Khan

×4

Qinliang Lin

×4

Changzeng Fu

×3

Papers

Enhancing Remote Sensing Change Detection Via Masked Edge Reconstruction
WACV 2026 ·
Shuaiyu Chen
,
Fu Wang
,
Tianjin Huang
,
Xiang Li
, Siyang Song,
Guangliang Cheng
,
Chunbo Luo
,
Zeyu Fu
Explainable Depression Assessment from Face Videos by Weakly Supervised Learning
AAAI 2026 ·
Rongfan Liao
,
Xiangyu Kong
,
Shiqing Tang
,
Lang He
,
Changzeng Fu
,
Weicheng Xie
,
Xiaofeng Liu
,
Lu Liu
, Siyang Song
Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition
AAAI 2026 ·
Xiangyu Kong
,
Hengde Zhu
,
Haoqin Sun
,
Zhihao Guo
,
Jiayan Gu
,
Xinyi Ni
,
Wei Zhang
,
Shizhe Liu
, Siyang Song
MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation
AAAI 2026 ·
Xiangdong Li
,
Ye Lou
,
Ao Gao
,
Wei Zhang
, Siyang Song
CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing
AAAI 2025 ·
Xiaole Xian
,
Xilin He
,
Zenghao Niu
,
Junliang Zhang
,
Weicheng Xie
, Siyang Song,
Zitong Yu
,
Linlin Shen
D3-Talker: Dual-Branch Decoupled Deformation Fields for Few-Shot 3D Talking Head Synthesis
ECAI 2025 ·
Yuhang Guo
,
Kaijun Deng
, Siyang Song,
Jindong Xie
,
Wenhui Ma
,
Linlin Shen
DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment
AAAI 2025 ·
Zijian Wu
,
Leijing Zhou
,
Shuanglin Li
,
Changzeng Fu
,
Jun Lu
,
Jing Han
,
Yi Zhang
,
Zhuang Zhao
, Siyang Song
Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling
ICCV 2025 ·
Zenghao Niu
,
Weicheng Xie
, Siyang Song,
Zitong Yu
,
Feng Liu
,
Linlin Shen
Face Video Steganography for Privacy-Protection Automatic Depression Assessment
ICCV 2025 ·
Xinyi Ni
,
Zijian Wu
,
Lu Liu
, Siyang Song
Learning from Human Conversations: A Seq2Seq based Multi-modal Robot Facial Expression Reaction Framework in HRI
IROS 2025 ·
Zhegong Shangguan
,
Xiaoxuan Hei
,
Fangjun Li
,
Chuang Yu
, Siyang Song,
Jianzhuang Zhao
,
Angelo Cangelosi
,
Adriana Tapus
MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition
EMNLP 2025 ·
Zhongyu Yang
,
Junhao Song
, Siyang Song,
Wei Pang
,
Yingfang Yuan
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models
AAAI 2025 ·
Xilin He
,
Haijian Liang
,
Boyi Peng
,
Weicheng Xie
,
Muhammad Haris Khan
, Siyang Song,
Zitong Yu
OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions
NeurIPS 2025 ·
Cheng Luo
,
Jianghui Wang
,
Bing Li
, Siyang Song,
Bernard Ghanem
PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation
AAAI 2025 ·
Hengde Zhu
,
Xiangyu Kong
,
Weicheng Xie
,
Xin Huang
,
Xilin He
,
Lu Liu
,
Linlin Shen
,
Wei Zhang
,
Hatice Gunes
, Siyang Song
REACT 2025: the Third Multiple Appropriate Facial Reaction Generation Challenge
ACM MM 2025 · Siyang Song,
Micol Spitale
,
Xiangyu Kong
,
Hengde Zhu
,
Cheng Luo
,
Cristina Palmero
,
Germán Barquero
,
Sergio Escalera
,
Michel F. Valstar
,
Mohamed Daoudi
,
Tobias Baur
,
Fabien Ringeval
,
Andrew Howes
,
Elisabeth André
,
Hatice Gunes
ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model
ACM MM 2025 ·
Cheng Luo
, Siyang Song,
Siyuan Yan
,
Zhen Yu
,
Zongyuan Ge
Smooth Online Multiple Appropriate Facial Reaction Generation
ACM MM 2025 ·
Weicheng Xie
,
Chunlin Yan
, Siyang Song,
Zitong Yu
,
Linlin Shen
,
Laizhong Cui
SynFER: Towards Boosting Facial Expression Recognition With Synthetic Data
ICCV 2025 ·
Xilin He
,
Cheng Luo
,
Xiaole Xian
,
Bing Li
,
Muhammad Haris Khan
,
Zongyuan Ge
,
Weicheng Xie
, Siyang Song,
Linlin Shen
,
Bernard Ghanem
,
Xiangyu Yue
The First MPDD Challenge: Multimodal Personality-aware Depression Detection
ACM MM 2025 ·
Changzeng Fu
,
Zelin Fu
,
Qi Zhang
,
Xinhe Kuang
,
Jiacheng Dong
,
Kaifeng Su
,
Yikai Su
,
Wenbo Shi
,
Junfeng Yao
,
Yuliang Zhao
,
Shiqi Zhao
,
Jiadong Wang
, Siyang Song,
Chaoran Liu
,
Yuichiro Yoshikawa
,
Björn W. Schuller
,
Hiroshi Ishiguro
Towards Robust Training via Gradient-Diversified Backpropagation
WACV 2025 ·
Xilin He
,
Cheng Luo
,
Qinliang Lin
,
Weicheng Xie
,
Muhammad Haris Khan
, Siyang Song,
Linlin Shen
Advancing Saliency Ranking with Human Fixations: Dataset, Models and Benchmarks
CVPR 2024 ·
Bowen Deng
, Siyang Song,
Andrew P. French
,
Denis Schluppeck
,
Michael P. Pound
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping
AAAI 2024 ·
Qinliang Lin
,
Cheng Luo
,
Zenghao Niu
,
Xilin He
,
Weicheng Xie
,
Yuanbo Hou
,
Linlin Shen
, Siyang Song
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
NeurIPS 2024 ·
Zhonglin Sun
, Siyang Song,
Ioannis Patras
,
Georgios Tzimiropoulos
Deep Unfolding Network with Spatial-spectral Perception Enhanced for Pan-sharpening
BMVC 2024 ·
Mengjiao Zhao
,
Mengting Ma
,
Xiangdong Li
,
Ao Gao
, Siyang Song,
Wei Zhang
Domain Separation Graph Neural Networks for Saliency Object Ranking
CVPR 2024 ·
Zijian Wu
,
Jun Lu
,
Jing Han
,
Lianfa Bai
,
Yi Zhang
,
Zhuang Zhao
, Siyang Song
MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise
ECCV 2024 ·
Qingzheng Huang
,
Xilin He
,
Xiaole Xian
,
Qinliang Lin
,
Weicheng Xie
, Siyang Song,
Linlin Shen
,
Zitong Yu
Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition
CVPR 2024 ·
Zihan Wang
, Siyang Song,
Cheng Luo
,
Songhe Deng
,
Weicheng Xie
,
Linlin Shen
PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation
ACM MM 2024 ·
Hengde Zhu
,
Xiangyu Kong
,
Weicheng Xie
,
Xin Huang
,
Linlin Shen
,
Lu Liu
,
Hatice Gunes
, Siyang Song
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
NeurIPS 2024 ·
Xilin He
,
Jingyu Hu
,
Qinliang Lin
,
Cheng Luo
,
Weicheng Xie
, Siyang Song,
Muhammad Haris Khan
,
Linlin Shen