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2020 – today
- 2026
[j2]Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai:
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. Trans. Mach. Learn. Res. 2026 (2026)- [c2]Zihu Wang, Boxun Xu, Hejia Geng, Peng Li:
Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives. AAAI 2026: 26797-26805 - 2025
- [j1]Hejia Geng, Peng Li:
HoSNNs: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds. Trans. Mach. Learn. Res. 2025 (2025) - [c1]Heng Zhou, Hejia Geng, Xiangyuan Xue, Li Kang, Yiran Qin, Zhiyong Wang, Zhenfei Yin, Lei Bai:
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks. EMNLP 2025: 15979-15998 - [i11]Heng Zhou, Hejia Geng, Xiangyuan Xue, Zhenfei Yin, Lei Bai:
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks. CoRR abs/2503.02390 (2025) - [i10]Zihu Wang, Boxun Xu, Hejia Geng, Peng Li:
Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives. CoRR abs/2505.15103 (2025) - [i9]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:
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. CoRR abs/2509.02547 (2025) - [i8]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:
Diagnose, Localize, Align: A Full-Stack Framework for Reliable LLM Multi-Agent Systems under Instruction Conflicts. CoRR abs/2509.23188 (2025) - [i7]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:
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE. CoRR abs/2509.24130 (2025) - [i6]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:
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning. CoRR abs/2509.25300 (2025) - [i5]Heng Zhou, Ao Yu, Yuchen Fan, Jianing Shi, Li Kang, Hejia Geng, Yongting Zhang, Yutao Fan, Yuhao Wu, Tiancheng He, Yiran Qin, Lei Bai, Zhenfei Yin:
LiveSearchBench: An Automatically Constructed Benchmark for Retrieval and Reasoning over Dynamic Knowledge. CoRR abs/2511.01409 (2025) - 2024
- [i4]Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li:
DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention. CoRR abs/2409.15375 (2024) - 2023
- [i3]Hejia Geng, Peng Li:
HoSNN: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds. CoRR abs/2308.10373 (2023) - [i2]Hejia Geng, Boxun Xu, Peng Li:
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities. CoRR abs/2310.01441 (2023) - [i1]Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li:
DISTA: Denoising Spiking Transformer with intrinsic plasticity and spatiotemporal attention. CoRR abs/2311.09376 (2023)
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