Jiaxu Liu

According to our database, Jiaxu Liu authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

2024

Robust RL with LLM-Driven Data Synthesis and Policy Adaptation for Autonomous Driving.

Sihao Wu, Jiaxu Liu, Xiangyu Yin, Guangliang Cheng, Xingyu Zhao, Meng Fang, Xinping Yi, Xiaowei Huang

CoRR, 2024

Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming.

Jiaxu Liu, Xiangyu Yin, Sihao Wu, Jianhong Wang, Meng Fang, Xinping Yi, Xiaowei Huang

CoRR, 2024

Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE.

Jiaxu Liu, Xinping Yi, Sihao Wu, Xiangyu Yin, Tianle Zhang, Xiaowei Huang, Shi Jin

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search.

Tianle Zhang, Yanghao Zhang, Ronghui Mu, Jiaxu Liu, Jonathan E. Fieldsend, Wenjie Ruan

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

DeepGRE: Global Robustness Evaluation of Deep Neural Networks.

Tianle Zhang, Jiaxu Liu, Yanghao Zhang, Ronghui Mu, Wenjie Ruan

Proceedings of the IEEE International Conference on Acoustics, 2024

Representation-Based Robustness in Goal-Conditioned Reinforcement Learning.

Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning.

Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

CoRR, 2023

DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks.

Jiaxu Liu, Xinping Yi, Xiaowei Huang

CoRR, 2023

Symplectic Structure-Aware Hamiltonian (Graph) Embeddings.

Jiaxu Liu, Xinping Yi, Tianle Zhang, Xiaowei Huang

CoRR, 2023

2021

Facial Expression Recognition In The Wild Using Bidirectional Convolutional Neural Network.

Jiaxu Liu

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2021

2020

Declarative Residual Network for Robust Facial Expression Recognition.

Ruikai Cui, Josephine Plested, Jiaxu Liu

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