Hejia Geng - RankMe

17 papers A* 2Journal 15

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives. AAAI Zihu Wang, Boxun Xu, Hejia Geng, Peng Li
2026	J	`jnl`	Reading ≠ Seeing: Diagnosing and Closing the Typography Gap in Vision-Language Models. CoRR Heng Zhou, Ao Yu, Li Kang, Yuchen Fan, Yutao Fan, Xiufeng Song, Hejia Geng, Yiran Qin
2026	J	`jnl`	Stabilizing Rubric Integration Training via Decoupled Advantage Normalization. CoRR Zelin Tan, Zhouliang Yu, Bohan Lin, Zijie Geng, Hejia Geng, Yudong Zhang, Mulei Zhang, Yang Chen, Shuyue Hu, Zhenfei Yin, Chen Zhang, Lei Bai
2026	J	`jnl`	The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. Trans. Mach. Learn. Res. 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
2025	J	`jnl`	Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE. CoRR 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
2025	J	`jnl`	Diagnose, Localize, Align: A Full-Stack Framework for Reliable LLM Multi-Agent Systems under Instruction Conflicts. CoRR 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
2025	J	`jnl`	HoSNNs: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds. Trans. Mach. Learn. Res. Hejia Geng, Peng Li
2025	J	`jnl`	Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives. CoRR Zihu Wang, Boxun Xu, Hejia Geng, Peng Li
2025	J	`jnl`	LiveSearchBench: An Automatically Constructed Benchmark for Retrieval and Reasoning over Dynamic Knowledge. CoRR 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
2025	A*	`conf`	ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks. EMNLP Heng Zhou, Hejia Geng, Xiangyuan Xue, Li Kang, Yiran Qin, Zhiyong Wang, Zhenfei Yin, Lei Bai
2025	J	`jnl`	ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks. CoRR Heng Zhou, Hejia Geng, Xiangyuan Xue, Zhenfei Yin, Lei Bai
2025	J	`jnl`	Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning. CoRR 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
2025	J	`jnl`	The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. CoRR 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
2024	J	`jnl`	DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention. CoRR Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li
2023	J	`jnl`	DISTA: Denoising Spiking Transformer with intrinsic plasticity and spatiotemporal attention. CoRR Boxun Xu, Hejia Geng, Yuxuan Yin, Peng Li
2023	J	`jnl`	HoSNN: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds. CoRR Hejia Geng, Peng Li
2023	J	`jnl`	UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities. CoRR Hejia Geng, Boxun Xu, Peng Li