Patrick H. Chen

17 papers A* 7Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
An 8-Way Taxonomy for Multimodal Disinformation and Detection Benchmark.
WWW
Shuhan Cui, Ruimin Chu, Hanrui Wang, Patrick H. Chen, Ching-Chun Chang, Isao Echizen
2023 A* conf
FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search.
WWW
Patrick H. Chen, Wei-Cheng Chang, Jyun-Yu Jiang, Hsiang-Fu Yu, Inderjit S. Dhillon, Cho-Jui Hsieh
2022 A* conf
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces.
NeurIPS
Nilesh Gupta, Patrick H. Chen, Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit S. Dhillon
2022 J jnl
End-to-End Learning to Index and Search in Large Output Spaces.
CoRR
Nilesh Gupta, Patrick H. Chen, Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit S. Dhillon
2022 J jnl
FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search.
CoRR
Patrick H. Chen, Wei-Cheng Chang, Hsiang-Fu Yu, Inderjit S. Dhillon, Cho-Jui Hsieh
2021 A* conf
DRONE: Data-aware Low-rank Compression for Large NLP Models.
NeurIPS
Patrick H. Chen, Hsiang-Fu Yu, Inderjit S. Dhillon, Cho-Jui Hsieh
2020 A* conf
Clustering and Constructing User Coresets to Accelerate Large-scale Top-K Recommender Systems.
WWW
Jyun-Yu Jiang, Patrick H. Chen, Cho-Jui Hsieh, Wei Wang
2020 A* conf
Sign-OPT: A Query-Efficient Hard-label Adversarial Attack.
ICLR
Minhao Cheng, Simranjit Singh, Patrick H. Chen, Pin-Yu Chen, Sijia Liu, Cho-Jui Hsieh
2019 J jnl
Efficient Contextual Representation Learning With Continuous Outputs.
Trans. Assoc. Comput. Linguistics
Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang
2019 J jnl
Efficient Contextual Representation Learning Without Softmax Layer.
CoRR
Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang
2019 — conf
Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks.
ICLR (Poster)
Patrick H. Chen, Si Si, Sanjiv Kumar, Yang Li, Cho-Jui Hsieh
2019 — conf
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model.
EMNLP/IJCNLP (1)
Yukun Ma, Patrick H. Chen, Cho-Jui Hsieh
2019 J jnl
Overcoming Catastrophic Forgetting by Generative Regularization.
CoRR
Patrick H. Chen, Wei Wei, Cho-Jui Hsieh, Bo Dai
2019 J jnl
Sign-OPT: A Query-Efficient Hard-label Adversarial Attack.
CoRR
Minhao Cheng, Simranjit Singh, Patrick H. Chen, Pin-Yu Chen, Sijia Liu, Cho-Jui Hsieh
2018 A* conf
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking.
NeurIPS
Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-Jui Hsieh
2018 J jnl
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking.
CoRR
Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-Jui Hsieh
2018 J jnl
Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks.
CoRR
Patrick H. Chen, Si Si, Sanjiv Kumar, Yang Li, Cho-Jui Hsieh