Dynamic Low-Rank Sparse Adaptation for Large Language Models. - Weizhong Huang; Yuxin Zhang 002; Xiawu Zheng; Yang Liu 005; Jing Lin; Yiwu Yao; Rongrong Ji (ICLR, 2025)

Towards Efficient Automatic Self-Pruning of Large Language Models. - Weizhong Huang; Yuxin Zhang 002; Xiawu Zheng; Fei Chao 001; Rongrong Ji (CoRR, 2025)

Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective. - Weizhong Huang; Yuxin Zhang 002; Xiawu Zheng; Fei Chao 001; Rongrong Ji (CoRR, 2025)

Freezing chaos without synaptic plasticity. - Weizhong Huang; Haiping Huang (CoRR, 2025)

QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension. - Yongdong Luo; Wang Chen; Xiawu Zheng; Weizhong Huang; Shukang Yin; Haojia Lin; Chaoyou Fu; Jinfa Huang; Jiayi Ji; Jiebo Luo 001; Rongrong Ji (CoRR, 2025)

Neural Langevin Machine: a local asymmetric learning rule can be creative. - Zhendong Yu; Weizhong Huang; Haiping Huang (CoRR, 2025)