Yunchong Song

According to our database, Yunchong Song authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

Towards Compressive and Scalable Recurrent Memory.

Yunchong Song, Jushi Kai, Liming Lu, Kaixi Qiu, Zhouhan Lin

CoRR, February, 2026

Flow of Spans: Generalizing Language Models to Dynamic Span-Vocabulary via GFlowNets.

Bo Xue, Yunchong Song, Fanghao Shao, Xuekai Zhu, Lin Chen, Luoyi Fu, Xinbing Wang, Zhouhan Lin

CoRR, February, 2026

Next Concept Prediction in Discrete Latent Space Leads to Stronger Language Models.

Yuliang Liu, Yunchong Song, Yixuan Wang, Kewen Ge, Alex Lamb, Qipeng Guo, Kai Chen, Bowen Zhou, Zhouhan Lin

CoRR, February, 2026

Controlling Exploration-Exploitation in GFlowNets via Markov Chain Perspectives.

Lin Chen, Samuel Drapeau, Fanghao Shao, Xuekai Zhu, Bo Xue, Yunchong Song, Mathieu Laurière, Zhouhan Lin

CoRR, February, 2026

2025

FlowRL: Matching Reward Distributions for LLM Reasoning.

Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang, Hengli Li, Kaiyan Zhang, Che Jiang, Youbang Sun, Ermo Hua, Yuxin Zuo, Xingtai Lv, Qizheng Zhang, Lin Chen, Fanghao Shao, Bo Xue, Yunchong Song, Zhenjie Yang, Ganqu Cui, Ning Ding, Jianfeng Gao, Xiaodong Liu, Bowen Zhou, Hongyuan Mei, Zhouhan Lin

CoRR, September, 2025

2024

Unlock the Power of Frozen LLMs in Knowledge Graph Completion.

Bo Xue, Yi Xu, Yunchong Song, Yiming Pang, Yuyang Ren, Jiaxin Ding, Luoyi Fu, Xinbing Wang

CoRR, 2024

GeoGalactica: A Scientific Large Language Model in Geoscience.

Zhouhan Lin, Cheng Deng, Le Zhou, Tianhang Zhang, Yi Xu, Yutong Xu, Zhongmou He, Yuanyuan Shi, Beiya Dai, Yunchong Song, Boyi Zeng, Qiyuan Chen, Tao Shi, Tianyu Huang, Yiwei Xu, Shu Wang, Luoyi Fu, Weinan Zhang, Junxian He, Chao Ma, Yunqiang Zhu, Xinbing Wang, Chenghu Zhou

CoRR, 2024

Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention.

Siyuan Huang, Yunchong Song, Jiayue Zhou, Zhouhan Lin

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

Graph Parsing Networks.

Yunchong Song, Siyuan Huang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Breaking the Bottleneck on Graphs with Structured State Spaces.

Yunchong Song, Siyuan Huang, Jiacheng Cai, Xinbing Wang, Chenghu Zhou, Zhouhan Lin

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Tailoring Self-Attention for Graph via Rooted Subtrees.

Siyuan Huang, Yunchong Song, Jiayue Zhou, Zhouhan Lin

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

Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing.

Yunchong Song, Chenghu Zhou, Xinbing Wang, Zhouhan Lin

Proceedings of the Eleventh International Conference on Learning Representations, 2023