Songhang Deng

According to our database, Songhang Deng authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

NC2C: Automated Convexification of Generic Non-Convex Optimization Problems.

Xinyue Peng, Yanming Liu, Yihan Cang, Yuwei Zhang, Xinyi Wang, Songhang Deng, Jiannan Cao

CoRR, January, 2026

ToolGate: Contract-Grounded and Verified Tool Execution for LLMs.

Yanming Liu, Xinyue Peng, Jiannan Cao, Xinyi Wang, Songhang Deng, Jintao Chen, Jianwei Yin, Xuhong Zhang

CoRR, January, 2026

2025

Enhancing Coreference Resolution with Pretrained Language Models: Bridging the Gap Between Syntax and Semantics.

Xingzu Liu, Songhang Deng, Mingbang Wang, Zhang Dong, Le Dai, Jiyuan Li, Ruilin Nong

CoRR, April, 2025

End-to-End Dialog Neural Coreference Resolution: Balancing Efficiency and Accuracy in Large-Scale Systems.

Zhang Dong, Songhang Deng, Mingbang Wang, Le Dai, Jiyuan Li, Xingzu Liu, Ruilin Nong

CoRR, April, 2025

Cross-Document Contextual Coreference Resolution in Knowledge Graphs.

Zhang Dong, Mingbang Wang, Songhang Deng, Le Dai, Jiyuan Li, Xingzu Liu, Ruilin Nong

CoRR, April, 2025

DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models.

Yanming Liu, Xinyue Peng, Yuwei Zhang, Xiaolan Ke, Songhang Deng, Jiannan Cao, Chen Ma, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

MemDPT: Differential Privacy for Memory Efficient Language Models.

Yanming Liu, Xinyue Peng, Jiannan Cao, Yuwei Zhang, Chen Ma, Songhang Deng, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du

CoRR, 2024

SPA: Towards A Computational Friendly Cloud-Base and On-Devices Collaboration Seq2seq Personalized Generation with Causal Inference.

Yanming Liu, Xinyue Peng, Jiannan Cao, Le Dai, Xingzu Liu, Ruilin Nong, Weihao Liu, Songhang Deng

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024