Tianfu Wang

32 papers A* 7Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models.
CoRR
Wei Wu, Liyi Chen, Congxi Xiao, Tianfu Wang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Hui Xiong
2026 — conf
HumanLLM: Towards Personalized Understanding and Simulation of Human Nature.
KDD (1)
Yuxuan Lei, Tianfu Wang, Jianxun Lian, Zhengyu Hu, Defu Lian, Xing Xie
2026 J jnl
HumanLLM: Towards Personalized Understanding and Simulation of Human Nature.
CoRR
Yuxuan Lei, Tianfu Wang, Jianxun Lian, Zhengyu Hu, Defu Lian, Xing Xie
2026 J jnl
IKENGA: Infeasibility Knowledge-Enhanced Genetic Algorithm for Virtual Network Embedding.
IEEE Trans. Green Commun. Netw.
Fei Wang, Qilin Fan, Tianfu Wang, Xu Zhang, Xiuhua Li, Hao Yin
2025 J jnl
A Framework for Benchmarking and Aligning Task-Planning Safety in LLM-Based Embodied Agents.
CoRR
Yuting Huang, Leilei Ding, Zhipeng Tang, Tianfu Wang, Xinrui Lin, Wuyang Zhang, Mingxiao Ma, Yanyong Zhang
2025 A* conf
CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models.
IJCAI
Yi Zhan, Qi Liu, Weibo Gao, Zheng Zhang, Tianfu Wang, Shuanghong Shen, Junyu Lu, Zhenya Huang
2025 J jnl
CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models.
CoRR
Yi Zhan, Qi Liu, Weibo Gao, Zheng Zhang, Tianfu Wang, Shuanghong Shen, Junyu Lu, Zhenya Huang
2025 A* conf
Exact and Efficient Similar Subtrajectory Search: Integrating Constraints and Simplification.
ICDE
Liwei Deng, Fei Wang, Tianfu Wang, Yan Zhao, Yuyang Xia, Kai Zheng
2025 — conf
Explaining Length Bias in LLM-Based Preference Evaluations.
EMNLP (Findings)
Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Tianfu Wang, Zhengyu Chen, Nicholas Jing Yuan, Jianxun Lian, Kaize Ding, Hui Xiong
2025 J jnl
GraphFedMIG: Tackling Class Imbalance in Federated Graph Learning via Mutual Information-Guided Generation.
CoRR
Xinrui Li, Qilin Fan, Tianfu Wang, Kaiwen Wei, Ke Yu, Xu Zhang
2025 — conf
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System.
WWW (Companion Volume)
Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong
2025 J jnl
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System.
CoRR
Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong
2025 J jnl
Population-Aligned Persona Generation for LLM-based Social Simulation.
CoRR
Zhengyu Hu, Zheyuan Xiao, Max Xiong, Yuxuan Lei, Tianfu Wang, Jianxun Lian, Kaize Ding, Ziang Xiao, Nicholas Jing Yuan, Xing Xie
2025 A* conf
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection.
EMNLP
Wei Wu, Zhuoshi Pan, Kun Fu, Chao Wang, Liyi Chen, Yunchu Bai, Tianfu Wang, Zheng Wang, Hui Xiong
2025 J jnl
Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study.
CoRR
Zhengyu Hu, Jianxun Lian, Zheyuan Xiao, Seraphina Zhang, Tianfu Wang, Nicholas Jing Yuan, Xing Xie, Hui Xiong
2025 J jnl
Virne: A Comprehensive Benchmark for Deep RL-based Network Resource Allocation in NFV.
CoRR
Tianfu Wang, Liwei Deng, Xi Chen, Junyang Wang, Huiguo He, Leilei Ding, Wei Wu, Qilin Fan, Hui Xiong
2024 A* conf
COMET: NFT Price Prediction with Wallet Profiling.
KDD
Tianfu Wang, Liwei Deng, Chao Wang, Jianxun Lian, Yue Yan, Nicholas Jing Yuan, Qi Zhang, Hui Xiong
2024 J jnl
COMET: NFT Price Prediction with Wallet Profiling.
CoRR
Tianfu Wang, Liwei Deng, Chao Wang, Jianxun Lian, Yue Yan, Nicholas Jing Yuan, Qi Zhang, Hui Xiong
2024 A* conf
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives.
IJCAI
Leilei Ding, Dazhong Shen, Chao Wang, Tianfu Wang, Le Zhang, Yanyong Zhang
2024 J jnl
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives.
CoRR
Leilei Ding, Dazhong Shen, Chao Wang, Tianfu Wang, Le Zhang, Hui Xiong, Yanyong Zhang
2024 J jnl
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search.
CoRR
Liwei Deng, Penghao Chen, Ximu Zeng, Tianfu Wang, Yan Zhao, Kai Zheng
2024 J jnl
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search.
Proc. VLDB Endow.
Liwei Deng, Penghao Chen, Ximu Zeng, Tianfu Wang, Yan Zhao, Kai Zheng
2024 A* conf
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation.
IJCAI
Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong
2024 J jnl
FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation.
CoRR
Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong
2024 J jnl
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning.
CoRR
Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong
2024 J jnl
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning.
IEEE Trans. Serv. Comput.
Tianfu Wang, Li Shen, Qilin Fan, Tong Xu, Tongliang Liu, Hui Xiong
2024 J jnl
MILLION: A General Multi-Objective Framework with Controllable Risk for Portfolio Management.
CoRR
Liwei Deng, Tianfu Wang, Yan Zhao, Kai Zheng
2024 J jnl
MILLION: A General Multi-Objective Framework with Controllable Risk for Portfolio Management.
Proc. VLDB Endow.
Liwei Deng, Tianfu Wang, Yan Zhao, Kai Zheng
2024 J jnl
Towards Constraint-aware Learning for Resource Allocation in NFV-enabled Networks.
CoRR
Tianfu Wang, Long Yang, Chao Wang, Chuan Qin, Liwei Deng, Li Shen, Hui Xiong
2023 A* conf
Learning Profitable NFT Image Diffusions via Multiple Visual-Policy Guided Reinforcement Learning.
ACM Multimedia
Huiguo He, Tianfu Wang, Huan Yang, Jianlong Fu, Nicholas Jing Yuan, Jian Yin, Hongyang Chao, Qi Zhang
2023 J jnl
Learning Profitable NFT Image Diffusions via Multiple Visual-Policy Guided Reinforcement Learning.
CoRR
Huiguo He, Tianfu Wang, Huan Yang, Jianlong Fu, Nicholas Jing Yuan, Jian Yin, Hongyang Chao, Qi Zhang
2021 — conf
DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning.
ICC
Tianfu Wang, Qilin Fan, Xiuhua Li, Xu Zhang, Qingyu Xiong, Shu Fu, Min Gao