An End-to-End 12-Leading Electrocardiogram Diagnosis System Based on Deformable Convolutional Neural Network With Good Antinoise Ability. - Lang Qin; Yuntao Xie; Xinwen Liu 005; Xiangchi Yuan; Huan Wang 015 (IEEE Trans. Instrum. Meas., 2021)

Mitigating Emergent Robustness Degradation while Scaling Graph Learning. - Xiangchi Yuan; Chunhui Zhang; Yijun Tian 001; Yanfang Ye 001; Chuxu Zhang (ICLR, 2024)

Graph Cross Supervised Learning via Generalized Knowledge. - Xiangchi Yuan; Yijun Tian 001; Chunhui Zhang; Yanfang Ye 001; Nitesh V. Chawla; Chuxu Zhang (KDD, 2024)

AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment. - Yonggan Fu; Zhongzhi Yu; Junwei Li; Jiayi Qian; Yongan Zhang; Xiangchi Yuan; Dachuan Shi; Roman Yakunin; Yingyan (Celine) Lin (NeurIPS, 2024)

Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models. - Zheyuan Liu 010; Guangyao Dou; Xiangchi Yuan; Chunhui Zhang; Zhaoxuan Tan; Meng Jiang 001 (ACL (1), 2025)

Growing Through Experience: Scaling Episodic Grounding in Language Models. - Chunhui Zhang; Sirui Wang; Zhongyu Ouyang; Xiangchi Yuan; Soroush Vosoughi (ACL (1), 2025)

LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement. - Zhifan Ye; Kejing Xia; Yonggan Fu; Xin Dong 009; Jihoon Hong; Xiangchi Yuan; Shizhe Diao; Jan Kautz; Pavlo Molchanov 001; Yingyan Celine Lin (ICLR, 2025)

Superficial Self-Improved Reasoners Benefit from Model Merging. - Xiangchi Yuan; Chunhui Zhang; Zheyuan Liu 010; Dachuan Shi; Soroush Vosoughi; Wenke Lee (CoRR, 2025)

Bridging Unsupervised and Semi-Supervised Anomaly Detection: A Theoretically-Grounded and Practical Framework with Synthetic Anomalies. - Matthew Lau; Tian-Yi Zhou 009; Xiangchi Yuan; Jizhou Chen; Wenke Lee; Xiaoming Huo (CoRR, 2025)

LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models. - Dachuan Shi; Yonggan Fu; Xiangchi Yuan; Zhongzhi Yu; Haoran You; Sixu Li; Xin Dong 009; Jan Kautz; Pavlo Molchanov 001; Yingyan Lin (CoRR, 2025)