Renhong Huang

According to our database, Renhong Huang authored at least 12 papers between 2022 and 2026.

Collaborative distances:

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

2026

PTCG-Bench: Can LLM Agents Master Pokémon Trading Card Game?

Dongdong Hua, Yifei Sun, Renhong Huang, Feng Gao, Chunping Wang, Yang Yang

CoRR, May, 2026

RAT: RunAnyThing via Fully Automated Environment Configuration.

Renhong Huang, Dongdong Hua, Yifei Sun, Sitao Ding, Hanyang Yuan, Daixin Wang, Yang Yang

CoRR, April, 2026

RAPO: Expanding Exploration for LLM Agents via Retrieval-Augmented Policy Optimization.

Siwei Zhang, Yun Xiong, Xi Chen, Zian Jia, Renhong Huang, Jiarong Xu, Jiawei Zhang

CoRR, March, 2026

PolicySim: An LLM-Based Agent Social Simulation Sandbox for Proactive Policy Optimization.

Renhong Huang, Ning Tang, Jiarong Xu, Yuxuan Cao, Qingqian Tu, Sheng Guo, Bo Zheng, Huiyuan Liu, Yang Yang

Proceedings of the ACM Web Conference 2026, 2026

Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs.

Renhong Huang, Yuxuan Cao, Yi Li, Junwei Hu, Zihua Xiong, Shuai Fang, Sheng Guo, Bo Zheng, Yang Yang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Tree of Preferences for Diversified Recommendation.

Hanyang Yuan, Ning Tang, Tongya Zheng, Jiarong Xu, Xintong Hu, Renhong Huang, Shunyu Liu, Jiacong Hu, Jiawei Chen, Mingli Song

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

2024

Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach.

Hanyang Yuan, Jiarong Xu, Renhong Huang, Mingli Song, Chunping Wang, Yang Yang

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

Extracting Training Data from Molecular Pre-trained Models.

Renhong Huang, Jiarong Xu, Zhiming Yang, Xiang Si, Xin Jiang, Hanyang Yuan, Chunping Wang, Yang Yang

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

Can Modifying Data Address Graph Domain Adaptation?

Renhong Huang, Jiarong Xu, Xin Jiang, Ruichuan An, Yang Yang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks.

Renhong Huang, Jiarong Xu, Xin Jiang, Chenglu Pan, Zhiming Yang, Chunping Wang, Yang Yang

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

2023

Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks.

Jiarong Xu, Renhong Huang, Xin Jiang, Yuxuan Cao, Carl Yang, Chunping Wang, Yang Yang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network.

Yifei Sun, Haoran Deng, Yang Yang, Chunping Wang, Jiarong Xu, Renhong Huang, Linfeng Cao, Yang Wang, Lei Chen

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022