Ningya Feng

According to our database, Ningya Feng authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

JEPA-VLA: Video Predictive Embedding is Needed for VLA Models.

Shangchen Miao, Ningya Feng, Jialong Wu, Ye Lin, Xu He, Dong Li, Mingsheng Long

CoRR, February, 2026

2025

Dataset of "CompilerDream: Learning a Compiler World Model for General Code Optimization".

Chaoyi Deng, Jialong Wu, Ningya Feng, Jianmin Wang, Mingsheng Long

Dataset, May, 2025

RLVR-World: Training World Models with Reinforcement Learning.

Jialong Wu, Shaofeng Yin, Ningya Feng, Mingsheng Long

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

CompilerDream: Learning a Compiler World Model for General Code Optimization.

Chaoyi Deng, Jialong Wu, Ningya Feng, Jianmin Wang, Mingsheng Long

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Long-Sequence Recommendation Models Need Decoupled Embeddings.

Ningya Feng, Junwei Pan, Jialong Wu, Baixu Chen, Ximei Wang, Qian Li, Xian Hu, Jie Jiang, Mingsheng Long

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

iVideoGPT: Interactive VideoGPTs are Scalable World Models.

Jialong Wu, Shaofeng Yin, Ningya Feng, Xu He, Dong Li, Jianye Hao, Mingsheng Long

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

HarmonyDream: Task Harmonization Inside World Models.

Haoyu Ma, Jialong Wu, Ningya Feng, Chenjun Xiao, Dong Li, Jianye Hao, Jianmin Wang, Mingsheng Long

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Harmony World Models: Boosting Sample Efficiency for Model-based Reinforcement Learning.

Haoyu Ma, Jialong Wu, Ningya Feng, Jianmin Wang, Mingsheng Long

CoRR, 2023