Junya Chen - RankMe

19 papers A* 6Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Toward Sustainable Continual Learning: Detection and Knowledge Repurposing for Reoccurring Tasks. MLSP Sijia Wang, Yoojin Choi, Junya Chen, Mostafa El-Khamy, Ricardo Henao
2023	J	`jnl`	Enhancing early autism prediction based on electronic records using clinical narratives. J. Biomed. Informatics Junya Chen, Matthew Engelhard, Ricardo Henao, Samuel Berchuck, Brian Eichner, Eliana M. Perrin, Guillermo Sapiro, Geraldine Dawson
2022	A*	`conf`	Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. NeurIPS Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Jing Huang, Lawrence Carin, Fan Li, Chenyang Tao
2022	J	`jnl`	Toward Sustainable Continual Learning: Detection and Knowledge Repurposing of Similar Tasks. CoRR Sijia Wang, Yoojin Choi, Junya Chen, Mostafa El-Khamy, Ricardo Henao
2021	J	`jnl`	A Wiener Causality Defined by Divergence. Neural Process. Lett. Junya Chen, Jianfeng Feng, Wenlian Lu
2021	J	`jnl`	Equation Chapter 1 Section 1 Differentially Private High-Dimensional Binary Data Publication via Adaptive Bayesian Network. Wirel. Commun. Mob. Comput. Lan Sun, Jinxin Hong, Junya Chen, Jianping Cai, Yilei Wang
2021	J	`jnl`	Finite-Time Consensus Learning for Decentralized Optimization with Nonlinear Gossiping. CoRR Junya Chen, Sijia Wang, Lawrence Carin, Chenyang Tao
2021	A*	`conf`	GO Hessian for Expectation-Based Objectives. AAAI Yulai Cong, Miaoyun Zhao, Jianqiao Li, Junya Chen, Lawrence Carin
2021	—	`conf`	Multi-Grained Knowledge Distillation for Named Entity Recognition. NAACL-HLT Xuan Zhou, Xiao Zhang, Chenyang Tao, Junya Chen, Bing Xu, Wei Wang, Jing Xiao
2021	J	`jnl`	Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE. CoRR Junya Chen, Zhe Gan, Xuan Li, Qing Guo, Liqun Chen, Shuyang Gao, Tagyoung Chung, Yi Xu, Belinda Zeng, Wenlian Lu, Fan Li, Lawrence Carin, Chenyang Tao
2021	A*	`conf`	Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer. NeurIPS Junya Chen, Zidi Xiu, Benjamin Goldstein, Ricardo Henao, Lawrence Carin, Chenyang Tao
2021	J	`jnl`	Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. CoRR Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Lawrence Carin, Fan Li, Chenyang Tao
2021	J	`jnl`	Variational Inference with Holder Bounds. CoRR Junya Chen, Danni Lu, Zidi Xiu, Ke Bai, Lawrence Carin, Chenyang Tao
2020	J	`jnl`	GO Hessian for Expectation-Based Objectives. CoRR Yulai Cong, Miaoyun Zhao, Jianqiao Li, Junya Chen, Lawrence Carin
2020	A*	`conf`	Reconsidering Generative Objectives For Counterfactual Reasoning. NeurIPS Danni Lu, Chenyang Tao, Junya Chen, Fan Li, Feng Guo, Lawrence Carin
2020	J	`jnl`	Supercharging Imbalanced Data Learning With Causal Representation Transfer. CoRR Junya Chen, Zidi Xiu, Benjamin Alan Goldstein, Ricardo Henao, Lawrence Carin, Chenyang Tao
2019	A*	`conf`	On Fenchel Mini-Max Learning. NeurIPS Chenyang Tao, Liqun Chen, Shuyang Dai, Junya Chen, Ke Bai, Dong Wang, Jianfeng Feng, Wenlian Lu, Georgiy V. Bobashev, Lawrence Carin
2019	A*	`conf`	Variational Annealing of GANs: A Langevin Perspective. ICML Chenyang Tao, Shuyang Dai, Liqun Chen, Ke Bai, Junya Chen, Chang Liu, Ruiyi Zhang, Georgiy V. Bobashev, Lawrence Carin
2018	—	`conf`	A Wiener Causality Defined by Relative Entropy. ICONIP (2) Junya Chen, Jianfeng Feng, Wenlian Lu