EliMRec: Eliminating Single-modal Bias in Multimedia Recommendation. - Xiaohao Liu; Zhulin Tao; Jiahong Shao; Lifang Yang; Xianglin Huang (ACM Multimedia, 2022)

Strategy-aware Bundle Recommender System. - Yinwei Wei; Xiaohao Liu; Yunshan Ma; Xiang Wang 010; Liqiang Nie; Tat-Seng Chua (SIGIR, 2023)

Self-Supervised Learning for Multimedia Recommendation. - Zhulin Tao; Xiaohao Liu; Yewei Xia; Xiang Wang 010; Lifang Yang; Xianglin Huang; Tat-Seng Chua (IEEE Trans. Multim., 2023)

Leveraging Identity-Specific Facial Contours for Enhanced Heart Rate Estimation in Remote Photoplethysmography. - Dali Zhu; Wenli Zhang; Hualin Zeng; Xiaohao Liu; Long Yang; Jiaqi Zheng 008 (BIBM, 2024)

Collaborative Denoising Shilling Attack for Recommendation Systems. - Xiaohao Liu; Hualin Zeng; Wenli Zhang; Long Yang (CSCWD, 2024)

Pest-YOLO: A Lightweight Pest Detection Model Based on Multi-level Feature Fusion. - Xiaoyue Zhu; Bing Jia; Baoqi Huang; Haodong Li; Xiaohao Liu; Winston K. G. Seah (ICIC (4), 2024)

LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation. - Rebecca Salganik; Xiaohao Liu; Yunshan Ma; Jian Kang 008; Tat-Seng Chua (KDD, 2024)

Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction. - Yunshan Ma; Xiaohao Liu; Yinwei Wei; Zhulin Tao; Xiang Wang 010; Tat-Seng Chua (WSDM, 2024)

ToDA: Target-oriented Diffusion Attacker against Recommendation System. - Xiaohao Liu; Zhulin Tao; Ting Jiang; He Chang; Yunshan Ma; Xianglin Huang (CoRR, 2024)

rFaceNet: An End-to-End Network for Enhanced Physiological Signal Extraction through Identity-Specific Facial Contours. - Dali Zhu; Wenli Zhang; Hualin Zeng; Xiaohao Liu; Long Yang; Jiaqi Zheng 008 (CoRR, 2024)

Harnessing Large Language Models for Multimodal Product Bundling. - Xiaohao Liu; Jie Wu; Zhulin Tao; Yunshan Ma; Yinwei Wei; Tat-Seng Chua (CoRR, 2024)

Headache to Overstock? Promoting Long-tail Items through Debiased Product Bundling. - Shuo Xu; Haokai Ma; Yunshan Ma; Xiaohao Liu; Lei Meng 001; Xiangxu Meng; Tat-Seng Chua (CoRR, 2024)

Towards Modality Generalization: A Benchmark and Prospective Analysis. - Xiaohao Liu; Xiaobo Xia; Zhuo Huang; Tat-Seng Chua (CoRR, 2024)

WTB-YOLO: Wind Turbine Blade Defect Detection with Scale Sensitivity and Cascade Structure. - Xiaohao Liu; Ruolong Wang; Bing Jia; Baoqi Huang; Xiaoyue Zhu (CSCWD, 2025)

Fine-tuning Multimodal Large Language Models for Product Bundling. - Xiaohao Liu; Jie Wu; Zhulin Tao; Yunshan Ma; Yinwei Wei; Tat-Seng Chua (KDD (1), 2025)

Continual Multimodal Contrastive Learning. - Xiaohao Liu; Xiaobo Xia; See-Kiong Ng; Tat-Seng Chua (CoRR, 2025)

Extending Visual Dynamics for Video-to-Music Generation. - Xiaohao Liu; Teng Tu; Yunshan Ma; Tat-Seng Chua (CoRR, 2025)

L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models. - Xiaohao Liu; Xiaobo Xia; Weixiang Zhao; Manyi Zhang; Xianzhi Yu; Xiu Su; Shuo Yang; See-Kiong Ng; Tat-Seng Chua (CoRR, 2025)

AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint. - Leheng Sheng; Changshuo Shen; Weixiang Zhao; Junfeng Fang; Xiaohao Liu; Zhenkai Liang; Xiang Wang 010; An Zhang 003; Tat-Seng Chua (CoRR, 2025)

LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation. - Yingzhi He; Xiaohao Liu; An Zhang 003; Yunshan Ma; Tat-Seng Chua (CoRR, 2025)

Principled Multimodal Representation Learning. - Xiaohao Liu; Xiaobo Xia; See-Kiong Ng; Tat-Seng Chua (CoRR, 2025)

AUV-Fusion: Cross-Modal Adversarial Fusion of User Interactions and Visual Perturbations Against VARS. - Hai Ling; Tianchi Wang; Xiaohao Liu; Zhulin Tao; Lifang Yang; Xianglin Huang (CoRR, 2025)