Yansong Ning

According to our database, Yansong Ning authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

TrafficClaw: Generalizable Urban Traffic Control via Unified Physical Environment Modeling.

Siqi Lai, Pan Zhang, Yuping Zhou, Jindong Han, Yansong Ning, Hao Liu

CoRR, April, 2026

Agent-Omit: Training Efficient LLM Agents for Adaptive Thought and Observation Omission via Agentic Reinforcement Learning.

Yansong Ning, Jun Fang, Naiqiang Tan, Hao Liu

CoRR, February, 2026

2025

AgentBalance: Backbone-then-Topology Design for Cost-Effective Multi-Agent Systems under Budget Constraints.

Shuowei Cai, Yansong Ning, Hao Liu

CoRR, December, 2025

DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents.

Yansong Ning, Rui Liu, Jun Wang, Kai Chen, Wei Li, Jun Fang, Kan Zheng, Naiqiang Tan, Hao Liu

CoRR, September, 2025

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications.

Jindong Han, Yansong Ning, Zirui Yuan, Hang Ni, Fan Liu, Tengfei Lyu, Hao Liu

CoRR, July, 2025

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents.

Siqi Lai, Yansong Ning, Zirui Yuan, Zhixi Chen, Hao Liu

CoRR, May, 2025

Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning.

Yansong Ning, Wei Li, Jun Fang, Naiqiang Tan, Hao Liu

CoRR, May, 2025

Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network.

Fan Liu, Siqi Lai, Yansong Ning, Hao Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

DiMA: An LLM-Powered Ride-Hailing Assistant at DiDi.

Yansong Ning, Shuowei Cai, Wei Li, Jun Fang, Naiqiang Tan, Hua Chai, Hao Liu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

FedSODA: Federated Fine-Tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment.

Manning Zhu, Songtao Guo, Pengzhan Zhou, Yansong Ning, Chang Han, Dewen Qiao

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction.

Yansong Ning, Hao Liu

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

2023

UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction.

Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong

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