A New Adaptive Return Prediction Search Algorithm for Block Matching. - Chih-Lun Fang; Wen-Yen Chen; Yuan-Chen Liu; Tsung-Han Tsai 001 (IEEE Pacific Rim Conference on Multimedia, 2002)

Fotowiki: distributed map enhancement service. - WenYen Chen; Benjamin N. Lee; Edward Y. Chang (ACM Multimedia, 2006)

Fotofiti: web service for photo management. - Benjamin N. Lee; WenYen Chen; Edward Y. Chang (ACM Multimedia, 2006)

A scalable service for photo annotation, sharing, and search. - Benjamin N. Lee; WenYen Chen; Edward Y. Chang (ACM Multimedia, 2006)

The Splog Detection Task and A Solution Based on Temporal and Link Properties. - Yu-Ru Lin; Wen-Yen Chen; Xiaolin Shi; Richard Sia; Xiaodan Song; Yun Chi; Koji Hino; Hari Sundaram; Jun'ichi Tatemura; Belle L. Tseng (TREC, 2006)

Combinational collaborative filtering for personalized community recommendation. - WenYen Chen; Dong Zhang; Edward Y. Chang (KDD, 2008)

Parallel Spectral Clustering. - Yangqiu Song; WenYen Chen; Hongjie Bai; Chih-Jen Lin; Edward Y. Chang (ECML/PKDD (2), 2008)

An agent-based metric for quality of services over wireless networks. - Yaw-Chung Chen; Wen-Yen Chen (J. Syst. Softw., 2008)

PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications. - Yi Wang; Hongjie Bai; Matt Stanton; Wen-Yen Chen; Edward Y. Chang (AAIM, 2009)

Collaborative filtering for orkut communities: discovery of user latent behavior. - WenYen Chen; Jon-Chyuan Chu; Junyi Luan; Hongjie Bai; Yi Wang; Edward Y. Chang (WWW, 2009)

Parallel Spectral Clustering in Distributed Systems. - Wen-Yen Chen; Yangqiu Song; Hongjie Bai; Chih-Jen Lin; Edward Y. Chang (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Learning to blend vitality rankings from heterogeneous social networks. - Jiang Bian 002; Yi Chang 001; Yun Fu; Wen-Yen Chen (Neurocomputing, 2012)

A Reinforcement Learning Based Dynamic Power Management for Fuel Cell Hybrid Electric Vehicle. - Roy Chaoming Hsu; Shi-Mao Chen; Wen-Yen Chen; Cheng-Ting Liu (SCIS&ISIS, 2016)

A Q-Learning Based Maximum Power Point Tracking for PV Array Under Partial Shading Condition. - Roy Chaoming Hsu; Wen-Yen Chen; Yu-Pi Lin (SAI (2), 2020)

SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape. - Hua Zheng; Kuang-Hung Liu; Igor Fedorov; Xin Zhang 054; Wen-Yen Chen; Wei Wen (CoRR, 2023)

DistDNAS: Search Efficient Feature Interactions within 2 Hours. - Tunhou Zhang; Wei Wen; Igor Fedorov; Xi Liu; Buyun Zhang; Fangqiu Han; Wen-Yen Chen; Yiping Han; Feng Yan 001; Hai Li 001; Yiran Chen 001 (IEEE Big Data, 2024)

SiGeo: Sub-One-Shot NAS via Geometry of Loss Landscape. - Hua Zheng; Kuang-Hung Liu; Igor Fedorov; Xin Zhang 054; Wen-Yen Chen; Wei Wen (KDD, 2024)

Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. - Wei Wen; Kuang-Hung Liu; Igor Fedorov; Xin Zhang 054; Hang Yin 005; Weiwei Chu; Kaveh Hassani; Mengying Sun; Jiang Liu 011; Xu Wang; Lin Jiang; Yuxin Chen 001; et al. (WWW (Companion Volume), 2024)

AutoML for Large Capacity Modeling of Meta's Ranking Systems. - Hang Yin 005; Kuang-Hung Liu; Mengying Sun; Yuxin Chen 001; Buyun Zhang; Jiang Liu 011; Vivek Sehgal; Rudresh Rajnikant Panchal; Eugen Hotaj; Xi Liu; Daifeng Guo; Jamey Zhang; et al. (WWW (Companion Volume), 2024)

CubicML: Automated ML for Large ML Systems Co-design with ML Prediction of Performance. - Wei Wen; Quanyu Zhu; Weiwei Chu; Wen-Yen Chen; Jiyan Yang (CoRR, 2024)

InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction. - Zhichen Zeng 001; Xiaolong Liu; Mengyue Hang; Xiaoyi Liu; Qinghai Zhou; Chaofei Yang; Yiqun Liu; Yichen Ruan; Laming Chen; Yuxin Chen 001; Yujia Hao; Jiaqi Xu; et al. (CoRR, 2024)

A Collaborative Ensemble Framework for CTR Prediction. - Xiaolong Liu; Zhichen Zeng 001; Xiaoyi Liu; Siyang Yuan; Weinan Song; Mengyue Hang; Yiqun Liu; Chaofei Yang; Donghyun Kim; Wen-Yen Chen; Jiyan Yang; Yiping Han; et al. (CoRR, 2024)

The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. - Huixue Zhou; Hengrui Gu 002; Zaifu Zhan; Xi Liu; Kaixiong Zhou; Yongkang Xiao; Mingfu Liang; Srinivas Prasad Govindan; Piyush Chawla; Jiyan Yang; Xiangfei Meng; Huayu Li; et al. (ACL (1), 2025)

The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. - Huixue Zhou; Hengrui Gu 002; Xi Liu; Kaixiong Zhou; Mingfu Liang; Yongkang Xiao; Srinivas Govindan; Piyush Chawla; Jiyan Yang; Xiangfei Meng; Huayu Li; Buyun Zhang; et al. (CoRR, 2025)

Personalized Interpolation: An Efficient Method to Tame Flexible Optimization Window Estimation. - Xin Zhang 054; Weiliang Li; Rui Li; Zihang Fu; Tongyi Tang; Zhengyu Zhang; Wen-Yen Chen; Nima Noorshams; Nirav Jasapara; Xiaowen Ding; Ellie Wen; Xue Feng (CoRR, 2025)

External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. - Mingfu Liang; Xi Liu; Rong Jin 001; Boyang Liu; Qiuling Suo; Qinghai Zhou; Song Zhou; Laming Chen; Hua Zheng; Zhiyuan Li; Shali Jiang 003; Jiyan Yang; et al. (CoRR, 2025)