Towards Neuron Attributions in Multi-Modal Large Language Models. - Junfeng Fang; Zac Bi; Ruipeng Wang; Houcheng Jiang; Yuan Gao 020; Kun Wang 056; An Zhang 003; Jie Shi; Xiang Wang 010; Tat-Seng Chua (NeurIPS, 2024)

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. - Junfeng Fang; Houcheng Jiang; Kun Wang 042; Yunshan Ma; Xiang Wang 010; Xiangnan He 001; Tat-Seng Chua (CoRR, 2024)

Neuron-Level Sequential Editing for Large Language Models. - Houcheng Jiang; Junfeng Fang; Tianyu Zhang; An Zhang 003; Ruipeng Wang; Tao Liang; Xiang Wang 010 (CoRR, 2024)

Large Language Models Empower Personalized Valuation in Auction. - Jie Sun 030; Tianyu Zhang; Houcheng Jiang; Kexin Huang; Chi Luo; Junkang Wu; Jiancan Wu; An Zhang 003; Xiang Wang 010 (CoRR, 2024)

Neuron-Level Sequential Editing for Large Language Models. - Houcheng Jiang; Junfeng Fang; Tianyu Zhang; Baolong Bi; An Zhang 003; Ruipeng Wang; Tao Liang; Xiang Wang 010 (ACL (1), 2025)

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. - Junfeng Fang; Houcheng Jiang; Kun Wang 056; Yunshan Ma; Jie Shi; Xiang Wang 010; Xiangnan He 001; Tat-Seng Chua (ICLR, 2025)

Explainable and Efficient Editing for Large Language Models. - Tianyu Zhang; Junfeng Fang; Houcheng Jiang; Baolong Bi; Xiang Wang 010; Xiangnan He 001 (WWW, 2025)

Accelerating Diffusion Transformer via Error-Optimized Cache. - Junxiang Qiu; Shuo Wang 008; Jinda Lu; Lin Liu; Houcheng Jiang; Yanbin Hao (CoRR, 2025)

AnyEdit: Edit Any Knowledge Encoded in Language Models. - Houcheng Jiang; Junfeng Fang; Ningyu Zhang 001; Guojun Ma; Mingyang Wan; Xiang Wang 010; Xiangnan He 001; Tat-Seng Chua (CoRR, 2025)

Reinforced Lifelong Editing for Language Models. - Zherui Li 001; Houcheng Jiang; Hao Chen; Baolong Bi; Zhenhong Zhou; Fei Sun; Junfeng Fang; Xiang Wang 010 (CoRR, 2025)

SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models. - Ouxiang Li; Yuan Wang; Xinting Hu; Houcheng Jiang; Tao Liang; Yanbin Hao; Guojun Ma; Fuli Feng (CoRR, 2025)

Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems. - Zherui Li 001; Yan Mi; Zhenhong Zhou; Houcheng Jiang; Guibin Zhang; Kun Wang 056; Junfeng Fang (CoRR, 2025)

Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs. - Houcheng Jiang; Zetong Zhao; Junfeng Fang; Haokai Ma; Ruipeng Wang; Yang Deng 002; Xiang Wang 010; Xiangnan He 001 (CoRR, 2025)

RaCalNet: Radar Calibration Network for Sparse-Supervised Metric Depth Estimation. - Xingrui Qin; Wentao Zhao; Chuan Cao; Yihe Niu; Houcheng Jiang; Jingchuan Wang (CoRR, 2025)