Outlier-weighed Layerwise Sampling for LLM Fine-tuning. - Li, Pengxiang; Yin, Lu; Gao, Xiaowei; Liu, Shiwei (2025)

Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN. - Li, Pengxiang; Yin, Lu; Liu, Shiwei (2025)

TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models. - Li, Pengxiang; Chen, Kai; Liu, Zhili; Gao, Ruiyuan; Hong, Lanqing; Yeung, Dit-Yan; Lu, Huchuan; Jia, Xu (2025)

Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases. - Chen, Kai; Li, Yanze; Zhang, Wenhua; Liu, Yanxin; Li, Pengxiang; Gao, Ruiyuan; Hong, Lanqing; Tian, Meng; Zhao, Xinhai; Li, Zhenguo; Yeung, Dit-Yan; Lu, Huchuan; et al. (2025)

InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection. - Liu, Yuhang; Li, Pengxiang; Wei, Zishu; Xie, Congkai; Hu, Xueyu; Xu, Xinchen; Zhang, Shengyu; Han, Xiaotian; Yang, Hongxia; Wu, Fei (CoRR, 2025)

The Curse of Depth in Large Language Models. - Sun, Wenfang; Song, Xinyuan; Li, Pengxiang; Yin, Lu; Zheng, Yefeng; Liu, Shiwei (CoRR, 2025)

InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning. - Xie, Congkai; Cai, Shuo; Wang, Wenjun; Li, Pengxiang; Sang, Zhijie; Yang, Kejing; Zhang, Yiming; Li, Zhen; Zhu, Guanghao; Liu, Zeyu; Yu, Yang; Liu, Yuhang; et al. (CoRR, 2025)

Finetuning Generative Trajectory Model with Reinforcement Learning from Human Feedback. - Li, Derun; Ren, Jianwei; Wang, Yue; Wen, Xin; Li, Pengxiang; Xu, Leimeng; Zhan, Kun; Xia, Zhongpu; Jia, Peng; Lang, Xianpeng; Xu, Ningyi; Zhao, Hang (CoRR, 2025)

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners. - Liu, Yuhang; Li, Pengxiang; Xie, Congkai; Hu, Xavier; Han, Xiaotian; Zhang, Shengyu; Yang, Hongxia; Wu, Fei (CoRR, 2025)

TransDiffuser: End-to-end Trajectory Generation with Decorrelated Multi-modal Representation for Autonomous Driving. - Jiang, Xuefeng; Ma, Yuan; Li, Pengxiang; Xu, Leimeng; Wen, Xin; Zhan, Kun; Xia, Zhongpu; Jia, Peng; Lang, Xianpeng; Sun, Sheng (CoRR, 2025)

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking. - Li, Pengxiang; Yan, Shilin; Tsai, Joey; Zhang, Renrui; An, Ruichuan; Guo, Ziyu; Gao, Xiaowei (CoRR, 2025)

Double-Checker: Enhancing Reasoning of Slow-Thinking LLMs via Self-Critical Fine-Tuning. - Xu, Xin; Chen, Tianlong; Zhang, Fan; Liu, Wanlong; Li, Pengxiang; Jaiswal, Ajay Kumar; Yan, Yuchen; Hu, Jishan; Wang, Yang; Chen, Hao; Liu, Shiwei; Diao, Shizhe; et al. (CoRR, 2025)

GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling. - Chen, Tianlong; Xu, Xin; Liu, Zijing; Li, Pengxiang; Song, Xinyuan; Jaiswal, Ajay Kumar; Zhang, Fan; Hu, Jishan; Wang, Yang; Chen, Hao; Diao, Shizhe; Liu, Shiwei; et al. (CoRR, 2025)

Finite-Time Autonomous Vehicle Path Tracking Control Based on State Constraint. - Li, Pengxiang; Zhang, Sucai; Liu, Yan (IEEE Access, 2024)

MoTrans: Customized Motion Transfer with Text-driven Video Diffusion Models. - Li, Xiaomin; Jia, Xu; Wang, Qinghe; Diao, Haiwen; Ge, Mengmeng; Li, Pengxiang; He, You; Lu, Huchuan (2024)

Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases. - Li, Yanze; Zhang, Wenhua; Chen, Kai; Liu, Yanxin; Li, Pengxiang; Gao, Ruiyuan; Hong, Lanqing; Tian, Meng; Zhao, Xinhai; Li, Zhenguo; Yeung, Dit-Yan; Lu, Huchuan; et al. (CoRR, 2024)

OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuning. - Li, Pengxiang; Yin, Lu; Gao, Xiaowei; Liu, Shiwei (CoRR, 2024)

Poetry2Image: An Iterative Correction Framework for Images Generated from Chinese Classical Poetry. - Jiang, Jing; Ling, Yiran; Li, Binzhu; Li, Pengxiang; Piao, Junming; Zhang, Yu (CoRR, 2024)

DreamMix: Decoupling Object Attributes for Enhanced Editability in Customized Image Inpainting. - Yang, Yicheng; Li, Pengxiang; Zhang, Lu; Ma, Liqian; Hu, Ping; Du, Siyu; Zhuge, Yunzhi; Jia, Xu; Lu, Huchuan (CoRR, 2024)

MoTrans: Customized Motion Transfer with Text-driven Video Diffusion Models. - Li, Xiaomin; Jia, Xu; Wang, Qinghe; Diao, Haiwen; Ge, Mengmeng; Li, Pengxiang; He, You; Lu, Huchuan (CoRR, 2024)

Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN. - Li, Pengxiang; Yin, Lu; Liu, Shiwei (CoRR, 2024)

TrackDiffusion: Multi-object Tracking Data Generation via Diffusion Models. - Li, Pengxiang; Liu, Zhili; Chen, Kai; Hong, Lanqing; Zhuge, Yunzhi; Yeung, Dit-Yan; Lu, Huchuan; Jia, Xu (CoRR, 2023)

Evaluation of Drifting Snow Susceptibility Based on GIS and GA-BP Algorithms. - He, Bohu; Bai, Mingzhou; Liu, Binglong; Li, Pengxiang; Qiu, Shumao; Li, Xin; Ding, Lusheng (ISPRS Int. J. Geo Inf., 2022)

Agent-based simulation for a regional guarantee circle crisis. - Tong, Ziqiang; Li, Pengxiang; Yang, Lei; Wang, Haonan (J. Simulation, 2022)

Packet Loss and Delay Analysis for a Wireless Fading Channel Using Stochastic Network Calculus. - Li, Pengxiang; Wei, Yao; Li, Nanxi; Huang, Tao; Jin, Ning (2022)

Dynamic Response and Stability Analysis of High-Speed Railway Subgrade in Karst Areas. - Xin, Li; Mingzhou, Bai; Wei, Zijun; Li, Pengxiang; Hai, Shi; Ye, Zhang (IEEE Access, 2021)

BLS-based Automatic Identification Framework for Tympanic Membrane Perforation. - Man, Ruofei; Shan, Qihe; Li, Pengxiang; Zuo, Yi; Li, Tieshan (2021)

A Research on Transmission Performance of MIMO-OFDM Wireless Channel. - Li, Pengxiang; Zhang, Ruiqing; Li, Hui (2018)

Modeling of a class of UAV helicopters using component buildup method. - Li, Yang; Li, Pengxiang; Yang, Ting; Wang, Xinmin (2017)

Channel estimation and signal reconstruction for massive MIMO with non-orthogonal pilots. - Li, Pengxiang (2017)

Enhanced multi-resolution hierarchical codebook design for adaptive compressed sensing based millimeter wave channel estimation. - Yang, Jianyi; Wei, Zaixue; Li, Nanxi; Sang, Lin; Li, Pengxiang (2016)

Simulated annealing for financing cost distribution based project payment scheduling from a joint perspective. - He, Zhengwen; Wang, Nengmin; Li, Pengxiang (Ann. Oper. Res., 2014)

SBA: An Efficient Algorithm for Address Assignment in ZigBee Networks. - Ren, Zhi; Li, Pengxiang; Fang, Jun; Li, Hongbin; Chen, Qianbin (Wirel. Pers. Commun., 2013)

HIT Implementation in Critical Access Hospitals: Extent of Implementation and Business Strategies Supporting IT Use. - Bahensky, James A.; Ward, Marcia M.; Nyarko, Kwame; Li, Pengxiang (J. Medical Syst., 2011)

Segmentation-Based On-Demand Scalable Address Assignment for ZigBee Networks. - Ren, Zhi; Li, Pengxiang; Fang, Jun (2011)

Why organizational networks in reality do not show scale-free distributions. - Li, Peng-Xiang; Zhang, Meng-Wu; Xi, You-Min; Cui, Wen-Tian (Comput. Math. Organ. Theory, 2009)