Feature grouping and selection over an undirected graph. - Sen Yang 004; Lei Yuan 001; Ying-Cheng Lai; Xiaotong Shen; Peter Wonka; Jieping Ye (KDD, 2012)

Fused Multiple Graphical Lasso - Sen Yang 004; Zhisong Pan; Xiaotong Shen; Peter Wonka; Jieping Ye (CoRR, 2012)

An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems. - Sen Yang 004; Jie Wang 005; Wei Fan 001; Xiatian Zhang; Peter Wonka; Jieping Ye (KDD, 2013)

A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models. - Jie Wang 005; Qingyang Li 001; Sen Yang 004; Wei Fan 001; Peter Wonka; Jieping Ye (ICML, 2014)

Structural Graphical Lasso for Learning Mouse Brain Connectivity. - Sen Yang 004; Qian Sun 002; Shuiwang Ji; Peter Wonka; Ian Davidson; Jieping Ye (KDD, 2015)

Fused Multiple Graphical Lasso. - Sen Yang 004; Zhaosong Lu; Xiaotong Shen; Peter Wonka; Jieping Ye (SIAM J. Optim., 2015)

SpeechNAS: Towards Better Trade-Off Between Latency and Accuracy for Large-Scale Speaker Verification. - Wentao Zhu 001; Tianlong Kong; Shun Lu 001; Jixiang Li; Dawei Zhang; Feng Deng; Xiaorui Wang; Sen Yang 004; Ji Liu 002 (ASRU, 2021)

Ensemble Chinese End-to-End Spoken Language Understanding for Abnormal Event Detection from Audio Stream. - Haoran Wei; Fei Tao; Ji Liu 002; Sen Yang 004; Runze Su (ICBDT, 2021)

GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization. - Yi Guo; Huan Yuan; Jianchao Tan; Zhangyang Wang; Sen Yang 004; Ji Liu 002 (ICCV, 2021)

TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework. - Shun Lu 001; Jixiang Li; Jianchao Tan; Sen Yang 004; Ji Liu 002 (NeurIPS, 2021)

Shifted Chunk Transformer for Spatio-Temporal Representational Learning. - Xuefan Zha; Wentao Zhu 001; Xun Lv; Sen Yang 004; Ji Liu 002 (NeurIPS, 2021)

POSO: Personalized Cold Start Modules for Large-scale Recommender Systems. - Shangfeng Dai; Haobin Lin; Zhichen Zhao; Jianying Lin; Honghuan Wu; Zhe Wang; Sen Yang 004; Ji Liu 002 (CoRR, 2021)

PASTO: Strategic Parameter Optimization in Recommendation Systems - Probabilistic is Better than Deterministic. - Weicong Ding; Hanlin Tang; Jingshuo Feng; Lei Yuan 001; Sen Yang 004; Guangxu Yang; Jie Zheng; Jing Wang 050; Qiang Su; Dong Zheng; Xuezhong Qiu; Yongqi Liu; et al. (CoRR, 2021)

Shifted Chunk Transformer for Spatio-Temporal Representational Learning. - Xuefan Zha; Wentao Zhu 001; Tingxun Lv; Sen Yang 004; Ji Liu 002 (CoRR, 2021)

BAGUA: Scaling up Distributed Learning with System Relaxations. - Shaoduo Gan; Xiangru Lian; Rui Wang; Jianbin Chang; Chengjun Liu; Hongmei Shi; Shengzhuo Zhang; Xianghong Li; Tengxu Sun; Jiawei Jiang 001; Binhang Yuan; Sen Yang 004; et al. (Proc. VLDB Endow., 2021)

Unified Visual Transformer Compression. - Shixing Yu; Tianlong Chen 001; Jiayi Shen; Huan Yuan; Jianchao Tan; Sen Yang 004; Ji Liu 002; Zhangyang Wang (ICLR, 2022)

Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters. - Xiangru Lian; Binhang Yuan; Xuefeng Zhu; Yulong Wang; Yongjun He 004; Honghuan Wu; Lei Sun; Haodong Lyu; Chengjun Liu; Xing Dong; Yiqiao Liao; Mingnan Luo; et al. (KDD, 2022)

Prototype Feature Extraction for Multi-task Learning. - Shen Xin; Yuhang Jiao 001; Cheng Long 001; Yuguang Wang; Xiaowei Wang; Sen Yang 004; Ji Liu 002; Jie Zhang 002 (WWW, 2022)

Adversarial Contrastive Self-Supervised Learning. - Wentao Zhu 001; Hang Shang; Tingxun Lv; Chao Liao; Sen Yang 004; Ji Liu 002 (CoRR, 2022)

LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction. - Yi Guo; Zhaocheng Liu; Jianchao Tan; Chao Liao; Daqing Chang; Qiang Liu 006; Sen Yang 004; Ji Liu 002; Dongying Kong; Zhi Chen; Chengru Song (CoRR, 2022)

PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor. - Shun Lu 001; Yu Hu 001; Peihao Wang; Yan Han 001; Jianchao Tan; Jixiang Li; Sen Yang 004; Ji Liu 002 (AAAI, 2023)

ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies. - Yu Shen 003; Yang Li 106; Jian Zheng; Wentao Zhang 001; Peng Yao; Jixiang Li; Sen Yang 004; Ji Liu 002; Bin Cui 001 (AAAI, 2023)