Hejia Geng

According to our database, Hejia Geng authored at least 11 papers between 2023 and 2025.

Collaborative distances:

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

2025

Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning.

Zelin Tan, Hejia Geng, Mulei Zhang, Xiaohang Yu, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhongzhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Lei Bai

CoRR, September, 2025

Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE.

Guancheng Wan, Lucheng Fu, Haoxin Liu, Yiqiao Jin, Hui Yi Leong, Eric Hanchen Jiang, Hejia Geng, Jinhe Bi, Yunpu Ma, Xiangru Tang, B. Aditya Prakash, Yizhou Sun, Wei Wang

CoRR, September, 2025

Diagnose, Localize, Align: A Full-Stack Framework for Reliable LLM Multi-Agent Systems under Instruction Conflicts.

Guancheng Wan, Leixin Sun, Longxu Dou, Zitong Shi, Fang Wu, Eric Hanchen Jiang, Wenke Huang, Guibin Zhang, Hejia Geng, Xiangru Tang, Zhenfei Yin, Yizhou Sun, Wei Wang

CoRR, September, 2025

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.

Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhongzhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Michael Littman, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai

CoRR, September, 2025

Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives.

Zihu Wang, Boxun Xu, Hejia Geng, Peng Li

CoRR, May, 2025

ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks.

Heng Zhou, Hejia Geng, Xiangyuan Xue, Zhenfei Yin, Lei Bai

CoRR, March, 2025

HoSNNs: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds.

Hejia Geng, Peng Li

Trans. Mach. Learn. Res., 2025

2024

DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention.

Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li

CoRR, 2024

2023

DISTA: Denoising Spiking Transformer with intrinsic plasticity and spatiotemporal attention.

Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li

CoRR, 2023

UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities.

Hejia Geng, Boxun Xu, Peng Li

CoRR, 2023

HoSNN: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds.

Hejia Geng, Peng Li

CoRR, 2023