Xiaohao Liu

According to our database, Xiaohao Liu authored at least 33 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment.

Haoyuan Wang, Xiaohao Liu, Jiajie Su, Jianmao Xiao, Chaochao Chen

CoRR, May, 2026

QuantClaw: Precision Where It Matters for OpenClaw.

Manyi Zhang, Ji-Fu Li, Zhongao Sun, Xiaohao Liu, Zhenhua Dong, Xianzhi Yu, Haoli Bai, Xiaobo Xia

CoRR, April, 2026

Omnimodal Dataset Distillation via High-order Proxy Alignment.

Yuxuan Gao, Xiaohao Liu, Xiaobo Xia, Tongliang Liu

CoRR, April, 2026

Singular Value Decomposition Based Indoor Localization Using Small Scale Crowd Sensing Data.

Xiaohao Liu, Yubin Zhao, Xiaofan Li, Huaming Wu, Cheng-Zhong Xu

IEEE Trans. Mob. Comput., March, 2026

FreeAct: Freeing Activations for LLM Quantization.

Xiaohao Liu, Xiaobo Xia, Manyi Zhang, Ji-Fu Li, Xianzhi Yu, Fei Shen, Xiu Su, See-Kiong Ng, Tat-Seng Chua

CoRR, March, 2026

MusicSem: A Semantically Rich Language-Audio Dataset of Natural Music Descriptions.

Rebecca Salganik, Teng Tu, Fei-Yueh Chen, Xiaohao Liu, Keifeng Lu, Ethan Luvisia, Zhiyao Duan, Guillaume Salha-Galvan, Anson Kahng, Yunshan Ma, Jian Kang

CoRR, February, 2026

Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment.

Yuyan Bu, Xiaohao Liu, ZhaoXing Ren, Yaodong Yang, Juntao Dai

CoRR, February, 2026

Integrating Symbolic and Waveform Music Into Large Language Models.

Teng Tu, Xiaohao Liu, Yunshan Ma, Ji Qi, Tat-Seng Chua

Proceedings of the MultiMedia Modeling, 2026

2025

Calibrated Multimodal Representation Learning with Missing Modalities.

Xiaohao Liu, Xiaobo Xia, Jiaheng Wei, Shuo Yang, Xiu Su, See-Kiong Ng, Tat-Seng Chua

CoRR, November, 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, July, 2025

Principled Multimodal Representation Learning.

Xiaohao Liu, Xiaobo Xia, See-Kiong Ng, Tat-Seng Chua

CoRR, July, 2025

AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint.

Leheng Sheng, Changshuo Shen, Weixiang Zhao, Junfeng Fang, Xiaohao Liu, Zhenkai Liang, Xiang Wang, An Zhang, Tat-Seng Chua

CoRR, June, 2025

Extending Visual Dynamics for Video-to-Music Generation.

Xiaohao Liu, Teng Tu, Yunshan Ma, Tat-Seng Chua

CoRR, April, 2025

Continual Multimodal Contrastive Learning.

Xiaohao Liu, Xiaobo Xia, See-Kiong Ng, Tat-Seng Chua

CoRR, March, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Towards Modality Generalization: A Benchmark and Prospective Analysis.

Xiaohao Liu, Xiaobo Xia, Zhuo Huang, See-Kiong Ng, Tat-Seng Chua

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Fine-tuning Multimodal Large Language Models for Product Bundling.

Xiaohao Liu, Jie Wu, Zhulin Tao, Yunshan Ma, Yinwei Wei, Tat-Seng Chua

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.

Yingzhi He, Xiaohao Liu, An Zhang, Yunshan Ma, Tat-Seng Chua

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

COS-SLAM: Coordinate Attention Semantic SLAM with Pixel-to-Line Transformer.

Handong Shen, Lingyu Liang, Beibei Liu, Xiaohao Liu, Xinchao Li, Guoxi Sun, Shuangping Huang

Proceedings of the Image and Graphics - 13th International Conference, 2025

WTB-YOLO: Wind Turbine Blade Defect Detection with Scale Sensitivity and Cascade Structure.

Xiaohao Liu, Ruolong Wang, Bing Jia, Baoqi Huang, Xiaoyue Zhu

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

2024

Towards Modality Generalization: A Benchmark and Prospective Analysis.

Xiaohao Liu, Xiaobo Xia, Zhuo Huang, 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, Xiangxu Meng, Tat-Seng Chua

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

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

CoRR, 2024

ToDA: Target-oriented Diffusion Attacker against Recommendation System.

Xiaohao Liu, Zhulin Tao, Ting Jiang, He Chang, Yunshan Ma, Xianglin Huang

CoRR, 2024

Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction.

Yunshan Ma, Xiaohao Liu, Yinwei Wei, Zhulin Tao, Xiang Wang, Tat-Seng Chua

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation.

Rebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 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

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Collaborative Denoising Shilling Attack for Recommendation Systems.

Xiaohao Liu, Hualin Zeng, Wenli Zhang, Long Yang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Self-Supervised Learning for Multimedia Recommendation.

Zhulin Tao, Xiaohao Liu, Yewei Xia, Xiang Wang, Lifang Yang, Xianglin Huang, Tat-Seng Chua

IEEE Trans. Multim., 2023

Strategy-aware Bundle Recommender System.

Yinwei Wei, Xiaohao Liu, Yunshan Ma, Xiang Wang, Liqiang Nie, Tat-Seng Chua

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

EliMRec: Eliminating Single-modal Bias in Multimedia Recommendation.

Xiaohao Liu, Zhulin Tao, Jiahong Shao, Lifang Yang, Xianglin Huang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022