Guanchu Wang

Most-cited papers

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Yang Sui, Yu-Neng Chuang, Guanchu Wang, Jia-Mu Zhang +8 more
2025Trans. Mach. Learn. Res.493 citations
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Revisiting Time Series Outlier Detection: Definitions and Benchmarks
Kwei-Herng Lai, D. Zha, Junjie Xu, Yue Zhao +1 more
2021NeurIPS Datasets and Benchmarks279 citations
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MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
Chia-yuan Chang, Zhimeng Jiang, V. Rakesh, Menghai Pan +7 more
2024Annual Meeting of the Association for Computational Linguistics98 citations
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Fairness via Representation Neutralization
Meng-Nan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang +2 more
2021Neural Information Processing Systems91 citations
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TODS: An Automated Time Series Outlier Detection System
Kwei-Herng Lai, D. Zha, Guanchu Wang, Junjie Xu +7 more
2020AAAI Conference on Artificial Intelligence84 citations Open access
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A 1Mbps Real-Time NLOS UV Scattering Communication System With Receiver Diversity Over 1km
Guanchu Wang, Kun Wang, Chen Gong, Difan Zou +2 more
2018IEEE Photonics Journal65 citations Open access
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KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches
Jiayi Yuan, Hongyi Liu, Shao-Chen Zhong, Yu-Neng Chuang +8 more
2024Conference on Empirical Methods in Natural Language Processing57 citations
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Efficient XAI Techniques: A Taxonomic Survey
Yu-Neng Chuang, Guanchu Wang, Fan Yang, Zi-Rui Liu +3 more
2023arXiv.org41 citations Open access
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CoRTX: Contrastive Framework for Real-time Explanation
Yu-Neng Chuang, Guanchu Wang, Fan Yang, Quan Zhou +3 more
2023International Conference on Learning Representations30 citations Open access
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Signal Characterization for Multiple Access Non-Line of Sight Scattering Communication
Guanchu Wang, Chen Gong, Zheng-Yuan Xu
2018IEEE Transactions on Communications27 citations
Semantic Scholar
FaithLM: Towards Faithful Explanations for Large Language Models
Yu-Neng Chuang, Guanchu Wang, Chia-yuan Chang, Ruixiang Tang +7 more
2024Conference of the European Chapter of the Association for Computational Linguistics25 citations Open access
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Accelerating Shapley Explanation via Contributive Cooperator Selection
Guanchu Wang, Yu-Neng Chuang, Meng-Nan Du, Fan Yang +4 more
2022International Conference on Machine Learning25 citations Open access
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BED: A Real-Time Object Detection System for Edge Devices
Guanchu Wang, Zaid Pervaiz Bhat, Zhimeng Jiang, Yi-Wei Chen +7 more
2022International Conference on Information and Knowledge Management25 citations Open access
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Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach
Zhimeng Jiang, Xiaotian Han, Hongye Jin, Guanchu Wang +3 more
2023Neural Information Processing Systems23 citations Open access
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Assessing and Enhancing Large Language Models in Rare Disease Question-answering
Guanchu Wang, Jun-Hao Ran, Ruixiang Tang, Chia-yuan Chang +5 more
2024arXiv.org22 citations
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Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
V. Chaudhary, Xia Hu, Zhimeng Jiang, Zi-Rui Liu +7 more
2023Neural Information Processing Systems22 citations Open access
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Independent Skill Transfer for Deep Reinforcement Learning
Qiangxing Tian, Guanchu Wang, Jin-Xin Liu, Dong-Lin Wang +1 more
2020International Joint Conference on Artificial Intelligence15 citations Open access
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Efficient GNN Explanation via Learning Removal-based Attribution
Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu +3 more
2023ACM Transactions on Knowledge Discovery from Data14 citations Open access
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Survey and improvement strategies for gene prioritization with large language models
Matthew Neeley, Guan-Tong Qi, Guanchu Wang, Ruixiang Tang +8 more
2025Bioinformatics Advances12 citations Open access
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Unsupervised Discovery of Transitional Skills for Deep Reinforcement Learning
Qiangxing Tian, Jin-Xin Liu, Guanchu Wang, Dong-Lin Wang
2021IEEE International Joint Conference on Neural Network12 citations
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Large Language Models As Faithful Explainers
Yu-Neng Chuang, Guanchu Wang, Chia-yuan Chang, Ruixiang Tang +4 more
2024arXiv.org11 citations
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Mitigating Algorithmic Bias with Limited Annotations
Guanchu Wang, Meng-Nan Du, Ninghao Liu, Na Zou +1 more
2022ECML/PKDD10 citations Open access
Semantic Scholar
Signal Detection and Achievable Rates for Multiple Access Optical Wireless Scattering Communication
Guanchu Wang, Chen Gong, Zheng-Yuan Xu
2017Global Communications Conference10 citations
Semantic Scholar
Graph-based conflict-free MAC protocol and conflict analysis for a two-layer ultraviolet communication network
Yuchen Pan, Guanchu Wang, Yubo Zhang, Jingyin Tang +2 more
2023Journal of Optical Communications and Networking8 citations
Semantic Scholar
LTSM-Bundle: A Toolbox and Benchmark on Large Language Models for Time Series Forecasting
Yu-Neng Chuang, Songchen Li, Jiayi Yuan, Guanchu Wang +10 more
2024SIGKDD Explorations7 citations Open access
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DISPEL: Domain Generalization via Domain-Specific Liberating
Chia-yuan Chang, Yu-Neng Chuang, Guanchu Wang, Meng-Nan Du +1 more
2023arXiv.org6 citations Open access
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DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research
Yu-Neng Chuang, Guanchu Wang, Chia-yuan Chang, Kwei-Herng Lai +7 more
2023International Conference on Information and Knowledge Management6 citations Open access
Semantic Scholar
DIVISION: Memory Efficient Training via Dual Activation Precision
Guanchu Wang, Zi-Rui Liu, Zhimeng Jiang, Ninghao Liu +2 more
2022International Conference on Machine Learning6 citations
Semantic Scholar
On the Achievable Rate and Capacity for a Sample-Based Practical Photon-Counting Receiver
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zheng-Yuan Xu
2019IEEE Transactions on Communications6 citations Open access
Semantic Scholar
Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion
Guanchu Wang, Yu-Neng Chuang, Ruixiang Tang, Shao-Chen Zhong +7 more
2024Conference on Empirical Methods in Natural Language Processing4 citations
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Weight Perturbation Can Help Fairness under Distribution Shift
Zhimeng Jiang, Xiaotian Han, Hongye Jin, Guanchu Wang +2 more
2023arXiv.org4 citations Open access
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Towards Memory Efficient Training via Dual Activation Precision
Guanchu Wang, Zi-Rui Liu, Zhimeng Jiang, Ninghao Liu +2 more
2022arXiv.org4 citations Open access
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Multi-Layer Superimposed Transmission for Optical Wireless Scattering Communication
Guanchu Wang, Chen Gong, Zhimeng Jiang, Zheng-Yuan Xu
2019IEEE Photonics Journal4 citations Open access
Semantic Scholar
Characterization on Asynchronous Multiple Access in Non-Line of Sight Scattering Communication
Guanchu Wang, Chen Gong, Zhimeng Jiang, Zheng-Yuan Xu
20182018 IEEE International Conference on Communications Workshops (ICC Workshops)3 citations
Semantic Scholar
LETA: Learning Transferable Attribution for Generic Vision Explainer
Guanchu Wang, Yu-Neng Chuang, Fan Yang, Meng-Nan Du +7 more
2023arXiv.org2 citations
Semantic Scholar
TVE: Learning Meta-attribution for Transferable Vision Explainer
Guanchu Wang, Yu-Neng Chuang, Fan Yang, Meng-Nan Du +7 more
2023International Conference on Machine Learning2 citations
Semantic Scholar
Achievable Rate Bounds on Poisson Channel with a Sample-Based Practical Photon-Counting Receiver
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zheng-Yuan Xu
20192019 IEEE International Conference on Communications Workshops (ICC Workshops)2 citations
Semantic Scholar
Interactive System-wise Anomaly Detection
Guanchu Wang, Ninghao Liu, D. Zha, Xia Hu
2023arXiv.org1 citations Open access
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A Concise Framework of Memory Efﬁcient Training via Dual Activation Precision
Guanchu Wang, Zi-Rui Liu, Zhimeng Jiang
20221 citations
Semantic Scholar
On the Sum-Rate Capacity of Poisson Multiple Access Channel with Non-Perfect Photon-Counting Receiver
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zheng-Yuan Xu
2019J. Commun. Inf. Networks1 citations Open access
Semantic Scholar
Who Improves the Robot? Toward Physical Recursive Self-Improvement
Hai Zhou, Fan Yang, Ze-Yi Chen, Le-Jun Zhang +26 more
20260 citations
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Understanding Cognition-Induced Risks in Agentic AI Systems
Guanchu Wang, Qi-Nuo Li, Meng-Nan Du, Xia Hu +1 more
2026IEEE Intelligent Systems0 citations Open access
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Measuring and Reducing Unusable Replies of LLM Agents
Yi-Lin Jiang, Fei Tan, Xuan-Yu Yin, Guanchu Wang +2 more
20260 citations
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A Double-station Access Protocol for Optical Wireless Scattering Communication Networks
Guanchu Wang, Chen Gong, Zhimeng Jiang, Zheng-Yuan Xu
20190 citations
Semantic Scholar
A Doub-station Access Protocol based on CSMA/CA for Optical Wireless Networks
Guanchu Wang, Chen Gong, Zhimeng Jiang, Zheng-Yuan Xu
2019arXiv.org0 citations
Semantic Scholar
On the Achievable Rate of a Sample-based Practical Photon-counting Receiver
Zhimeng Jiang, Chen Gong, Guanchu Wang, Zheng-Yuan Xu
2019arXiv.org0 citations
Semantic Scholar
Asynchronous Multiple Access in Optical Wireless Scattering Communication: Achievable Transmission Rates and Receiver Design
Guanchu Wang, Chen Gong, Zhimeng Jiang, Zheng-Yuan Xu
20180 citations
Semantic Scholar