Weigao Sun

37 papers A* 6Journal 29Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond.
CoRR
Xiaoye Qu, Yafu Li, Zhaochen Su, Weigao Sun, Jianhao Yan, Dongrui Liu, Ganqu Cui, Daizong Liu, Shuxian Liang, Junxian He, Peng Li, Wei Wei, Jing Shao, Chaochao Lu, Yue Zhang, Xian-Sheng Hua, Bowen Zhou, Yu Cheng
2025 — conf
CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models.
ACL (1)
Xiaqiang Tang, Jian Li, Keyu Hu, Nan Du, Xiaolong Li, Xi Zhang, Weigao Sun, Sihong Xie
2025 J jnl
CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models.
CoRR
Xiaqiang Tang, Jian Li, Keyu Hu, Du Nan, Xiaolong Li, Xi Zhang, Weigao Sun, Sihong Xie
2025 J jnl
Comba: Improving Bilinear RNNs with Closed-loop Control.
CoRR
Jiaxi Hu, Yongqi Pan, Jusen Du, Disen Lan, Xiaqiang Tang, Qingsong Wen, Yuxuan Liang, Weigao Sun
2025 J jnl
LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid.
CoRR
Weigao Sun, Disen Lan, Yiran Zhong, Xiaoye Qu, Yu Cheng
2025 J jnl
LASP: Linear Attention Sequence Parallelism.
Trans. Mach. Learn. Res.
Weigao Sun, Zhen Qin, Dong Li, Xuyang Shen, Yu Qiao, Yiran Zhong
2025 A* conf
Liger: Linearizing Large Language Models to Gated Recurrent Structures.
ICML
Disen Lan, Weigao Sun, Jiaxi Hu, Jusen Du, Yu Cheng
2025 J jnl
Liger: Linearizing Large Language Models to Gated Recurrent Structures.
CoRR
Disen Lan, Weigao Sun, Jiaxi Hu, Jusen Du, Yu Cheng
2025 J jnl
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts.
CoRR
Weigao Sun, Disen Lan, Tong Zhu, Xiaoye Qu, Yu Cheng
2025 J jnl
MoM: Linear Sequence Modeling with Mixture-of-Memories.
CoRR
Jusen Du, Weigao Sun, Disen Lan, Jiaxi Hu, Yu Cheng
2025 J jnl
Multimodal Multi-Agent Joint Traffic Simulation With Collision and Run-Off-Road Mitigation.
IEEE Trans. Intell. Transp. Syst.
Xiaoyu Mo, Jintian Ge, Haochen Liu, Weigao Sun, Chen Lv
2025 J jnl
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism.
CoRR
Yuhua Jiang, Shuang Cheng, Yihao Liu, Ermo Hua, Che Jiang, Weigao Sun, Yu Cheng, Feifei Gao, Biqing Qi, Bowen Zhou
2025 J jnl
SSFO: Self-Supervised Faithfulness Optimization for Retrieval-Augmented Generation.
CoRR
Xiaqiang Tang, Yi Wang, Keyu Hu, Rui Xu, Chuang Li, Weigao Sun, Jian Li, Sihong Xie
2025 A* conf
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters.
AAAI
Weigao Sun, Yongtuo Liu, Xiaqiang Tang, Xiaoyu Mo
2025 J jnl
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models.
CoRR
Weigao Sun, Jiaxi Hu, Yucheng Zhou, Jusen Du, Disen Lan, Kexin Wang, Tong Zhu, Xiaoye Qu, Yu Zhang, Xiaoyu Mo, Daizong Liu, Yuxuan Liang, Wenliang Chen, Guoqi Li, Yu Cheng
2025 J jnl
Traffic Scene Representation and Encoding With Graph Structure Learning and Exploration.
IEEE Trans. Intell. Transp. Syst.
Xiaoyu Mo, Baichuan Lou, Zhiqi Mao, Qihang Huang, Weigao Sun, Yafei Wang, Chen Lv
2024 A* conf
CO2: Efficient Distributed Training with Full Communication-Computation Overlap.
ICLR
Weigao Sun, Zhen Qin, Weixuan Sun, Shidi Li, Dong Li, Xuyang Shen, Yu Qiao, Yiran Zhong
2024 J jnl
CO2: Efficient Distributed Training with Full Communication-Computation Overlap.
CoRR
Weigao Sun, Zhen Qin, Weixuan Sun, Shidi Li, Dong Li, Xuyang Shen, Yu Qiao, Yiran Zhong
2024 J jnl
HGRN2: Gated Linear RNNs with State Expansion.
CoRR
Zhen Qin, Songlin Yang, Weixuan Sun, Xuyang Shen, Dong Li, Weigao Sun, Yiran Zhong
2024 J jnl
LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training.
CoRR
Xiaoye Qu, Daize Dong, Xuyang Hu, Tong Zhu, Weigao Sun, Yu Cheng
2024 J jnl
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models.
CoRR
Zhen Qin, Weigao Sun, Dong Li, Xuyang Shen, Weixuan Sun, Yiran Zhong
2024 J jnl
Linear Attention Sequence Parallelism.
CoRR
Weigao Sun, Zhen Qin, Dong Li, Xuyang Shen, Yu Qiao, Yiran Zhong
2024 J jnl
MS-Net: A Multi-Path Sparse Model for Motion Prediction in Multi-Scenes.
CoRR
Xiaqiang Tang, Weigao Sun, Siyuan Hu, Yiyang Sun, Yafeng Guo
2024 J jnl
MS-Net: A Multi-Path Sparse Model for Motion Prediction in Multi-Scenes.
IEEE Robotics Autom. Lett.
Xiaqiang Tang, Weigao Sun, Siyuan Hu, Yiyang Sun, Yafeng Guo
2024 A* conf
Scaling Laws for Linear Complexity Language Models.
EMNLP
Xuyang Shen, Dong Li, Ruitao Leng, Zhen Qin, Weigao Sun, Yiran Zhong
2024 J jnl
Scaling Laws for Linear Complexity Language Models.
CoRR
Xuyang Shen, Dong Li, Ruitao Leng, Zhen Qin, Weigao Sun, Yiran Zhong
2024 J jnl
Unlocking the Secrets of Linear Complexity Sequence Model from A Unified Perspective.
CoRR
Zhen Qin, Xuyang Shen, Dong Li, Weigao Sun, Stan Birchfield, Richard I. Hartley, Yiran Zhong
2024 A* conf
Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention.
ICML
Zhen Qin, Weigao Sun, Dong Li, Xuyang Shen, Weixuan Sun, Yiran Zhong
2024 J jnl
Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention.
CoRR
Zhen Qin, Weigao Sun, Dong Li, Xuyang Shen, Weixuan Sun, Yiran Zhong
2023 J jnl
Scaling TransNormer to 175 Billion Parameters.
CoRR
Zhen Qin, Dong Li, Weigao Sun, Weixuan Sun, Xuyang Shen, Xiaodong Han, Yunshen Wei, Baohong Lv, Fei Yuan, Xiao Luo, Yu Qiao, Yiran Zhong
2021 J jnl
The Relationship Between CT Signs of Computed Tomography and Risk Classification of Gastric Stromal Tumors.
J. Medical Imaging Health Informatics
Wang Chen, Rong Guo, Weigao Sun, Dingyou Lu
2020 J jnl
A Fast Optimal Power Flow Algorithm Using Powerball Method.
IEEE Trans. Ind. Informatics
Hai-Tao Zhang, Weigao Sun, Yuanzheng Li, Dongfei Fu, Ye Yuan
2020 J jnl
Data-Driven Probabilistic Optimal Power Flow With Nonparametric Bayesian Modeling and Inference.
IEEE Trans. Smart Grid
Weigao Sun, Mohsen Zamani, Mohammad Reza Hesamzadeh, Hai-Tao Zhang
2020 A* conf
pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization.
IJCAI
Beitong Zhou, Jun Liu, Weigao Sun, Ruijuan Chen, Claire J. Tomlin, Ye Yuan
2019 — conf
A Nonparametric Bayesian Approach for Probabilistic Representation of Power Uncertainties.
SmartGridComm
Weigao Sun, Mohsen Zamani
2019 J jnl
Probabilistic Optimal Power Flow With Correlated Wind Power Uncertainty via Markov Chain Quasi-Monte-Carlo Sampling.
IEEE Trans. Ind. Informatics
Weigao Sun, Mohsen Zamani, Hai-Tao Zhang, Yuanzheng Li
2018 J jnl
Probabilistic Optimal Power Flow Considering Correlation of Wind Farms via Markov Chain Quasi-Monte Carlo Sampling.
CoRR
Weigao Sun, Mohsen Zamani, Hai-Tao Zhang, Yuanzheng Li