Laming Chen

43 papers A* 1A 2Misc 10Journal 23Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Kunlun: Establishing Scaling Laws for Massive-Scale Recommendation Systems through Unified Architecture Design.
CoRR
Bojian Hou, Xiaolong Liu, Xiaoyi Liu, Jiaqi Xu, Yasmine Badr, Mengyue Hang, Sudhanshu Chanpuriya, Junqing Zhou, Yuhang Yang, Han Xu, Qiuling Suo, Laming Chen, Yuxi Hu, Jiasheng Zhang, Huaqing Xiong, Yuzhen Huang, Chao Chen, Yue Dong, Yi Yang, Shuo Chang, Xiaorui Gan, Wenlin Chen, Santanu Kolay, Darren Liu, Jade Nie, Chunzhi Yang, Ellie Wen, Jiyan Yang, Huayu Li
2026 — conf
Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations.
KDD (1)
Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Siyang Yuan, Tongyi Tang, Weilin Zhang, Xi Liu, Xiaohan Wei, Yuchen Hao, Xiaozhen Xia, Yasmine Badr, ZeLiang Chen, Chengze Fan, Dong Liang, Qianru Li, Sihan Zeng, Wenjun Wang, Yunlong He, Yinbin Ma, Maxim Naumov, Yantao Yao, Wenlin Chen, Ellie Dingqiao Wen
2025 — conf
External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation.
WWW (Companion Volume)
Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li
2025 J jnl
External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation.
CoRR
Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Yinbin Ma, Shuaiwen Wang, Sihan Zeng, Tongyi Tang, Xiaohan Wei, Longhao Jin, Jamey Zhang, Marcus Chen, Jiayi Zhang, Angie Huang, Chi Zhang, Zhengli Zhao, Jared Yang, Qiang Jin, Xian Chen, Amit Anand Amlesahwaram, Lexi Song, Liang Luo, Yuchen Hao, Nan Xiao, Yavuz Yetim, Luoshang Pan, Gaoxiang Liu, Yuxi Hu, Yuzhen Huang, Jackie Xu, Rich Zhu, Xin Zhang, Yiqun Liu, Hang Yin, Yuxin Chen, Buyun Zhang, Xiaoyi Liu, Xingyuan Wang, Wenguang Mao, Zhijing Li, Qin Huang, Chonglin Sun, Shupin Mao, Benjamin Au, Jingzheng Qin, Peggy Yao, Jae-Woo Choi, Bin Gao, Ernest Wang, Lei Zhang, Wen-Yen Chen, Ted Lee, Jay Zha, Yi Meng, Alex Gong, Edison Gao, Alireza Vahdatpour, Yiping Han, Yantao Yao, Toshinari Kureha, Shuo Chang, Musharaf Sultan, John Bocharov, Sagar Chordia, Xiaorui Gan, Peng Sun, Rocky Liu, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li
2025 A conf
InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction.
CIKM
Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Hang Yin, Xin Zhang, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang
2025 J jnl
Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations.
CoRR
Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Chengze Fan, Dong Liang, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qianru Li, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Sihan Zeng, Siyang Yuan, Tongyi Tang, Weilin Zhang, Wenjun Wang, Xi Liu, Xiaohan Wei, Xiaozhen Xia, Yuchen Hao, Yunlong He, Yasmine Badr, ZeLiang Chen, Maxim Naumov, Yantao Yao, Wenlin Chen, Santanu Kolay, GP Musumeci, Ellie Dingqiao Wen
2024 J jnl
InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction.
CoRR
Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang
2018 A* conf
Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity.
NeurIPS
Laming Chen, Guoxin Zhang, Eric Zhou
2018 A conf
Hulu video recommendation: from relevance to reasoning.
RecSys
Xiaoran Xu, Laming Chen, Songpeng Zu, Hanning Zhou
2017 J jnl
Improving the Diversity of Top-N Recommendation via Determinantal Point Process.
CoRR
Laming Chen, Guoxin Zhang, Hanning Zhou
2016 J jnl
Cross Validation in Compressive Sensing and its Application of OMP-CV Algorithm.
CoRR
Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu
2016 — conf
Performance estimation of sparse signal recovery under Bernoulli random projection with oracle information.
DSP
Ruiyang Song, Laming Chen, Yuantao Gu
2016 J jnl
Square-Root Lasso With Nonconvex Regularization: An ADMM Approach.
IEEE Signal Process. Lett.
Xinyue Shen, Laming Chen, Yuantao Gu, Hing-Cheung So
2015 Misc conf
Dynamic zero-point attracting projection for time-varying sparse signal recovery.
ICASSP
Jiawei Zhou, Laming Chen, Yuantao Gu
2015 — conf
Fast sparse recovery via non-convex optimization.
GlobalSIP
Laming Chen, Yuantao Gu
2015 Misc conf
Local and global optimality of LP minimization for sparse recovery.
ICASSP
Laming Chen, Yuantao Gu
2015 J jnl
On the Null Space Constant for l
CoRR
Laming Chen, Yuantao Gu
2015 J jnl
On the Null Space Constant for ℓ
IEEE Signal Process. Lett.
Laming Chen, Yuantao Gu
2014 Misc conf
On the theoretical analysis of cross validation in compressive sensing.
ICASSP
Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu
2014 — conf
Robust recovery of low-rank matrices via non-convex optimization.
DSP
Laming Chen, Yuantao Gu
2014 — conf
Robust sparse recovery via non-convex optimization.
DSP
Laming Chen, Yuantao Gu
2014 J jnl
The Convergence Guarantees of a Non-Convex Approach for Sparse Recovery.
IEEE Trans. Signal Process.
Laming Chen, Yuantao Gu
2014 Misc conf
The convergence guarantees of a non-convex approach for sparse recovery using regularized least squares.
ICASSP
Laming Chen, Yuantao Gu
2013 Misc conf
Backtracking matching pursuit with supplement set of arbitrary size.
ICASSP
Laming Chen, Yuantao Gu
2013 Misc conf
From least squares to sparse: A non-convex approach with guarantee.
ICASSP
Laming Chen, Yuantao Gu
2013 — conf
On estimating the loss of signal-to-noise ratio in compressive sensing based systems.
ChinaSIP
Yaming Wang, Laming Chen, Yuantao Gu
2013 J jnl
On the Performance Bound of Sparse Estimation With Sensing Matrix Perturbation.
IEEE Trans. Signal Process.
Yujie Tang, Laming Chen, Yuantao Gu
2013 J jnl
Oracle-Order Recovery Performance of Greedy Pursuits With Replacement Against General Perturbations.
IEEE Trans. Signal Process.
Laming Chen, Yuantao Gu
2013 J jnl
Perturbation Analysis of Orthogonal Matching Pursuit.
IEEE Trans. Signal Process.
Jie Ding, Laming Chen, Yuantao Gu
2012 Misc conf
Greedy pursuits: Stability of recovery performance against general perturbations.
ICNC
Laming Chen, Jiong Chen, Yuantao Gu
2012 J jnl
Near-oracle Recovery Performance of Greedy Pursuits with Replacement against General Perturbations
CoRR
Laming Chen, Yuantao Gu
2012 J jnl
On the Performance Bound of Sparse Estimation with Sensing Matrix Perturbation
CoRR
Yujie Tang, Laming Chen, Yuantao Gu
2012 Misc conf
Performance analysis of Orthogonal Matching Pursuit under general perturbations.
ICNC
Jie Ding, Laming Chen, Yuantao Gu
2012 J jnl
Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-Point Attracting Projection.
IEEE Trans. Signal Process.
Xiaohan Wang, Yuantao Gu, Laming Chen
2012 J jnl
Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-point Attracting Projection
CoRR
Xiaohan Wang, Yuantao Gu, Laming Chen
2012 J jnl
Quantization Reference Voltage of the Modulated Wideband Converter
CoRR
Yaming Wang, Laming Chen, Yuantao Gu
2012 Misc conf
Quantization reference voltage of the Modulated Wideband Converter.
ICASSP
Yaming Wang, Laming Chen, Yuantao Gu
2012 J jnl
Retrieval of sparse solutions of multiple-measurement vectors via zero-point attracting projection.
Signal Process.
Yang You, Laming Chen, Yuantao Gu, Wei Feng, Hui Dai
2012 J jnl
Retrieve Sparse Solution of Multiple-Measurement Vectors via Zero-point Attracting Projection
CoRR
Yang You, Laming Chen, Yuantao Gu, Wei Feng, Hui Dai
2012 Misc conf
Robustness of orthogonal matching pursuit for multiple measurement vectors in noisy scenario.
ICASSP
Jie Ding, Laming Chen, Yuantao Gu
2012 J jnl
The Convergence Guarantees of a Non-convex Approach for Sparse Recovery.
CoRR
Laming Chen, Yuantao Gu
2011 J jnl
Performance Analysis of Orthogonal Matching Pursuit under General Perturbations
CoRR
Jie Ding, Laming Chen, Yuantao Gu
2011 J jnl
Performance of Orthogonal Matching Pursuit for Multiple Measurement Vectors
CoRR
Jie Ding, Laming Chen, Yuantao Gu