Guanchu Wang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Detect Outliers

Density Ratio Estimation

Memory Efficient

Outlier Detection

Top Venues

IEEE Trans. Commun.

Publications

Jiayi Yuan, Hongyi Liu, Shaochen Zhong, Yu-Neng Chuang, Songchen Li, Guanchu Wang, Duy Le, Hongye Jin, Vipin Chaudhary, Zhaozhuo Xu, Zirui Liu, Xia Hu
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. CoRR (2024)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Ruixiang Tang, Fan Yang, Mengnan Du, Xuanting Cai, Xia Hu
Large Language Models As Faithful Explainers. CoRR (2024)
Yu-Neng Chuang, Songchen Li, Jiayi Yuan, Guanchu Wang, Kwei-Herng Lai, Leisheng Yu, Sirui Ding, Chia-Yuan Chang, Qiaoyu Tan, Daochen Zha, Xia Hu
Understanding Different Design Choices in Training Large Time Series Models. CoRR (2024)
Yu-Neng Chuang, Guanchu Wang, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Hu
CoRTX: Contrastive Framework for Real-time Explanation. ICLR (2023)
Yuchen Pan, Guanchu Wang, Yubo Zhang, Jingyin Tang, Chen Gong, Zhengyuan Xu
Graph-based conflict-free MAC protocol and conflict analysis for a two-layer ultraviolet communication network. J. Opt. Commun. Netw. 15 (6) (2023)
Chia-Yuan Chang, Yu-Neng Chuang, Guanchu Wang, Mengnan Du, Zou Na
DISPEL: Domain Generalization via Domain-Specific Liberating. CoRR (2023)
Yu-Neng Chuang, Guanchu Wang, Fan Yang, Zirui Liu, Xuanting Cai, Mengnan Du, Xia Hu
Efficient XAI Techniques: A Taxonomic Survey. CoRR (2023)
Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu, Enkelejda Kasneci, Xia Hu
Efficient GNN Explanation via Learning Removal-based Attribution. CoRR (2023)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Ben Hu
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CoRR (2023)
Guanchu Wang, Yu-Neng Chuang, Fan Yang, Mengnan Du, Chia-Yuan Chang, Shaochen Zhong, Zirui Liu, Zhaozhuo Xu, Kaixiong Zhou, Xuanting Cai, Xia Hu
LETA: Learning Transferable Attribution for Generic Vision Explainer. CoRR (2023)
Guanchu Wang, Mengnan Du, Ninghao Liu, Na Zou, Xia Ben Hu
Mitigating Algorithmic Bias with Limited Annotations. ECML/PKDD (2) (2023)
Guanchu Wang, Zirui Liu, Zhimeng Jiang, Ninghao Liu, Na Zou, Xia Hu
DIVISION: Memory Efficient Training via Dual Activation Precision. ICML (2023)
Zirui Liu, Guanchu Wang, Shaochen (Henry) Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang (Ryan) Tang, Zhimeng Stephen Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model. NeurIPS (2023)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CIKM (2023)
Zhimeng Stephen Jiang, Xiaotian Han, Hongye Jin, Guanchu Wang, Rui Chen, Na Zou, Xia Hu
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach. NeurIPS (2023)
Zhimeng Jiang, Xiaotian Han, Hongye Jin, Guanchu Wang, Na Zou, Xia Hu
Weight Perturbation Can Help Fairness under Distribution Shift. CoRR (2023)
Zirui Liu, Guanchu Wang, Shaochen Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang Tang, Zhimeng Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model. CoRR (2023)
Guanchu Wang, Ninghao Liu, Daochen Zha, Xia Hu
Interactive System-wise Anomaly Detection. CoRR (2023)
Yu-Neng Chuang, Guanchu Wang, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Hu
CoRTX: Contrastive Framework for Real-time Explanation. CoRR (2023)
Guanchu Wang, Yu-Neng Chuang, Mengnan Du, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Hu
Accelerating Shapley Explanation via Contributive Cooperator Selection. CoRR (2022)
Guanchu Wang, Yu-Neng Chuang, Mengnan Du, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Hu
Accelerating Shapley Explanation via Contributive Cooperator Selection. ICML (2022)
Guanchu Wang, Zirui Liu, Zhimeng Jiang, Ninghao Liu, Na Zou, Xia Hu
Towards Memory Efficient Training via Dual Activation Precision. CoRR (2022)
Guanchu Wang, Zaid Pervaiz Bhat, Zhimeng Jiang, Yi-Wei Chen, Daochen Zha, Alfredo Costilla Reyes, Afshin Niktash, Mehmet Görkem Ulkar, Osman Erman Okman, Xuanting Cai, Xia Hu
BED: A Real-Time Object Detection System for Edge Devices. CIKM (2022)
Guanchu Wang, Zaid Pervaiz Bhat, Zhimeng Jiang, Yi-Wei Chen, Daochen Zha, Alfredo Costilla Reyes, Afshin Niktash, Mehmet Görkem Ulkar, Osman Erman Okman, Xia Hu
BED: A Real-Time Object Detection System for Edge Devices. CoRR (2022)
Guanchu Wang, Mengnan Du, Ninghao Liu, Na Zou, Xia Hu
Mitigating Algorithmic Bias with Limited Annotations. CoRR (2022)
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zhengyuan Xu
On the Achievable Rate and Capacity for a Sample-Based Practical Photon-Counting Receiver. IEEE Trans. Commun. 69 (9) (2021)
Kwei-Herng Lai, Daochen Zha, Junjie Xu, Yue Zhao, Guanchu Wang, Xia Hu
Revisiting Time Series Outlier Detection: Definitions and Benchmarks. NeurIPS Datasets and Benchmarks (2021)
Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Hassan Awadallah, Xia Hu
Fairness via Representation Neutralization. NeurIPS (2021)
Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Hassan Awadallah, Xia Hu
Fairness via Representation Neutralization. CoRR (2021)
Kwei-Herng Lai, Daochen Zha, Guanchu Wang, Junjie Xu, Yue Zhao, Devesh Kumar, Yile Chen, Purav Zumkhawaka, Minyang Wan, Diego Martinez, Xia Hu
TODS: An Automated Time Series Outlier Detection System. AAAI (2021)
Qiangxing Tian, Jinxin Liu, Guanchu Wang, Donglin Wang
Unsupervised Discovery of Transitional Skills for Deep Reinforcement Learning. IJCNN (2021)
Kwei-Herng Lai, Daochen Zha, Guanchu Wang, Junjie Xu, Yue Zhao, Devesh Kumar, Yile Chen, Purav Zumkhawaka, Minyang Wan, Diego Martinez, Xia Hu
TODS: An Automated Time Series Outlier Detection System. CoRR (2020)
Qiangxing Tian, Guanchu Wang, Jinxin Liu, Donglin Wang, Yachen Kang
Independent Skill Transfer for Deep Reinforcement Learning. IJCAI (2020)
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zhengyuan Xu
On the sum-rate capacity of poisson multiple access channel with non-perfect photon-counting receiver. J. Commun. Inf. Networks 5 (3) (2020)
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zhengyuan Xu
On the Sum-Rate Capacity of Poisson Multiple Access Channel with Non-Perfect Photon-Counting Receiver. CoRR (2019)
Guanchu Wang, Chen Gong, Zhimeng Jiang, Zhengyuan Xu
A Doub-station Access Protocol based on CSMA/CA for Optical Wireless Networks. CoRR (2019)
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zhengyuan Xu
On the Achievable Rate of a Sample-based Practical Photon-counting Receiver. CoRR (2019)
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zhengyuan Xu
Achievable Rate Bounds on Poisson Channel with a Sample-Based Practical Photon-Counting Receiver. ICC Workshops (2019)
Guanchu Wang, Chen Gong, Zhimeng Jiang, Zhengyuan Xu
Characterization on Asynchronous Multiple Access in Non-Line of Sight Scattering Communication. ICC Workshops (2018)
Guanchu Wang, Chen Gong, Zhengyuan Xu
Signal Characterization for Multiple Access Non-Line of Sight Scattering Communication. IEEE Trans. Commun. 66 (9) (2018)
Guanchu Wang, Chen Gong, Zhengyuan Xu
Signal Detection and Achievable Rates for Multiple Access Optical Wireless Scattering Communication. GLOBECOM (2017)