Wei-Cheng Chang

According to our database, Wei-Cheng Chang authored at least 27 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search.

Patrick H. Chen, Wei-Cheng Chang, Hsiang-Fu Yu, Inderjit S. Dhillon, Cho-Jui Hsieh

CoRR, 2022

Relevance under the Iceberg: Reasonable Prediction for Extreme Multi-label Classification.

Jyun-Yu Jiang, Wei-Cheng Chang, Jiong Zhang, Cho-Jui Hsieh, Hsiang-Fu Yu

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Extreme Zero-Shot Learning for Extreme Text Classification.

Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction.

Eli Chien, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Jiong Zhang, Olgica Milenkovic, Inderjit S. Dhillon

CoRR, 2021

Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification.

Jiong Zhang, Wei-Cheng Chang, Hsiang-Fu Yu, Inderjit S. Dhillon

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Label Disentanglement in Partition-based Extreme Multilabel Classification.

Xuanqing Liu, Wei-Cheng Chang, Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit S. Dhillon

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Extreme Multi-label Learning for Semantic Matching in Product Search.

Wei-Cheng Chang, Daniel Jiang, Hsiang-Fu Yu, Choon-Hui Teo, Jiong Zhang, Kai Zhong, Kedarnath Kolluri, Qie Hu, Nikhil Shandilya, Vyacheslav Ievgrafov, Japinder Singh, Inderjit S. Dhillon

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Kernel Stein Generative Modeling.

Wei-Cheng Chang, Chun-Liang Li, Youssef Mroueh, Yiming Yang

CoRR, 2020

Explainable Unsupervised Change-point Detection via Graph Neural Networks.

Ruohong Zhang, Yu Hao, Donghan Yu, Wei-Cheng Chang, Guokun Lai, Yiming Yang

CoRR, 2020

Taming Pretrained Transformers for Extreme Multi-label Text Classification.

Wei-Cheng Chang, Hsiang-Fu Yu, Kai Zhong, Yiming Yang, Inderjit S. Dhillon

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Correlation-Aware Change-Point Detection via Graph Neural Networks.

Ruohong Zhang, Yu Hao, Donghan Yu, Wei-Cheng Chang, Guokun Lai, Yiming Yang

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Pre-training Tasks for Embedding-based Large-scale Retrieval.

Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, Sanjiv Kumar

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

XL-Editor: Post-editing Sentences with XLNet.

Yong-Siang Shih, Wei-Cheng Chang, Yiming Yang

CoRR, 2019

A Modular Deep Learning Approach for Extreme Multi-label Text Classification.

Wei-Cheng Chang, Hsiang-Fu Yu, Kai Zhong, Yiming Yang, Inderjit S. Dhillon

CoRR, 2019

Kernel Change-point Detection with Auxiliary Deep Generative Models.

Wei-Cheng Chang, Chun-Liang Li, Yiming Yang, Barnabás Póczos

Proceedings of the 7th International Conference on Learning Representations, 2019

Implicit Kernel Learning.

Chun-Liang Li, Wei-Cheng Chang, Youssef Mroueh, Yiming Yang, Barnabás Póczos

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Contextual Encoding for Translation Quality Estimation.

Junjie Hu, Wei-Cheng Chang, Yuexin Wu, Graham Neubig

Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks.

Guokun Lai, Wei-Cheng Chang, Yiming Yang, Hanxiao Liu

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

2017

The Mixing method: coordinate descent for low-rank semidefinite programming.

Po-Wei Wang, Wei-Cheng Chang, J. Zico Kolter

CoRR, 2017

Deep Learning for Extreme Multi-label Text Classification.

Jingzhou Liu, Wei-Cheng Chang, Yuexin Wu, Yiming Yang

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

MMD GAN: Towards Deeper Understanding of Moment Matching Network.

Chun-Liang Li, Wei-Cheng Chang, Yu Cheng, Yiming Yang, Barnabás Póczos

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Data-driven Random Fourier Features using Stein Effect.

Wei-Cheng Chang, Chun-Liang Li, Yiming Yang, Barnabás Póczos

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Cross-Domain Kernel Induction for Transfer Learning.

Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu, Yiming Yang

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

Implementation of a smartphone sensing system with social networks: a location-aware mobile application.

Pei-Jung Lin, Sheng-Chang Chen, Chuan-Heng Yeh, Wei-Cheng Chang

Multim. Tools Appl., 2015

Combination of feature engineering and ranking models for paper-author identification in KDD cup 2013.

Chun-Liang Li, Yu-Chuan Su, Ting-Wei Lin, Cheng-Hao Tsai, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Chun-Pai Yang, Cheng-Xia Chang, Wei-Sheng Chin, Yu-Chin Juan, Hsiao-Yu Tung, Jui-Pin Wang, Cheng-Kuang Wei, Felix Wu, Tu-Chun Yin, Tong Yu, Yong Zhuang, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin

J. Mach. Learn. Res., 2015

2014

Effective string processing and matching for author disambiguation.

Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Felix Wu, Hsiao-Yu Tung, Tong Yu, Jui-Pin Wang, Cheng-Xia Chang, Chun-Pai Yang, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Yu-Chuan Su, Cheng-Kuang Wei, Tu-Chun Yin, Chun-Liang Li, Ting-Wei Lin, Cheng-Hao Tsai, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin

J. Mach. Learn. Res., 2014

2008

A 242mW 10mm² 1080p H.264/AVC High-Profile Encoder Chip.

Yu-Kun Lin, De-Wei Li, Chia-Chun Lin, Tzu-Yun Kuo, Sian-Jin Wu, Wei-Cheng Tai, Wei-Cheng Chang, Tian-Sheuan Chang

Proceedings of the 2008 IEEE International Solid-State Circuits Conference, 2008