Yansong Ning

16 papers A* 2A 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agent-Omit: Training Efficient LLM Agents for Adaptive Thought and Observation Omission via Agentic Reinforcement Learning.
CoRR
Yansong Ning, Jun Fang, Naiqiang Tan, Hao Liu
2025 J jnl
AgentBalance: Backbone-then-Topology Design for Cost-Effective Multi-Agent Systems under Budget Constraints.
CoRR
Shuowei Cai, Yansong Ning, Hao Liu
2025 — conf
Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network.
ECML/PKDD (2)
Fan Liu, Siqi Lai, Yansong Ning, Hao Liu
2025 J jnl
DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents.
CoRR
Yansong Ning, Rui Liu, Jun Wang, Kai Chen, Wei Li, Jun Fang, Kan Zheng, Naiqiang Tan, Hao Liu
2025 — conf
DiMA: An LLM-Powered Ride-Hailing Assistant at DiDi.
KDD (2)
Yansong Ning, Shuowei Cai, Wei Li, Jun Fang, Naiqiang Tan, Hua Chai, Hao Liu
2025 J jnl
DiMA: An LLM-Powered Ride-Hailing Assistant at DiDi.
CoRR
Yansong Ning, Shuowei Cai, Wei Li, Jun Fang, Naiqiang Tan, Hua Chai, Hao Liu
2025 A conf
FedSODA: Federated Fine-Tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment.
ECAI
Manning Zhu, Songtao Guo, Pengzhan Zhou, Yansong Ning, Chang Han, Dewen Qiao
2025 J jnl
FedSODA: Federated Fine-tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment.
CoRR
Manning Zhu, Songtao Guo, Pengzhan Zhou, Yansong Ning, Chang Han, Dewen Qiao
2025 J jnl
Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications.
CoRR
Jindong Han, Yansong Ning, Zirui Yuan, Hang Ni, Fan Liu, Tengfei Lyu, Hao Liu
2025 J jnl
Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning.
CoRR
Yansong Ning, Wei Li, Jun Fang, Naiqiang Tan, Hao Liu
2025 J jnl
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents.
CoRR
Siqi Lai, Yansong Ning, Zirui Yuan, Zhixi Chen, Hao Liu
2024 A* conf
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction.
NeurIPS
Yansong Ning, Hao Liu
2024 J jnl
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction.
CoRR
Yansong Ning, Hao Liu
2023 J jnl
Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network.
CoRR
Fan Liu, Siqi Lai, Yansong Ning, Hao Liu
2023 A* conf
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction.
NeurIPS
Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong
2023 J jnl
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction.
CoRR
Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong