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Lujun Li

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

40

Venues

15

Active years

2021–2026

Best venue rank

A*

Where they publish

Papers

40 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging.Lujun Li, Qiyuan Zhu, Jiacheng Wang, Xiaoyu Qin, Wei Li, Hao Gu, Sirui Han, Yike Guo
2026AAAIOutlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging.Qiyuan Zhu, Dezhi Li, Lujun Li, Xiaoyu Qin, Wei Li, Hao Gu, Hua Xu, Sirui Han, Yike Guo
2026ACLBTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook.Hao Gu, Lujun Li, Hao Wang, Lei Wang, Zheyu Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo
2026ACLQaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch.Hao Gu, Hao Wang, Jiacheng Liu, Lujun Li, Qiyuan Zhu, Bei Liu, Binxing Xu, Lei Wang, Xintong Yang, Sida Lin, Sirui Han, Yike Guo
2026ACLBit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs.Binxing Xu, Hao Gu, Lujun Li, Hao Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Xintong Yang, Chao Li, Sirui Han, Yike Guo
2026LRECDo Large Language Models Grasp the Grammar? Evidence from Grammar-Book-Guided Probing in Luxembourgish.Lujun Li, Yewei Song, Lama Sleem, Yiqun Wang, Yangjie Xu, Cedric Lothritz, Niccol Gentile, Radu State, Tegawend F. Bissyand, Jacques Klein
2025AAAIParZC: Parametric Zero-Cost Proxies for Efficient NAS.Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Zimian Wei, Qiang Wang, Xiaowen Chu
2025ACLBayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios.Wei Li, Lujun Li, Mark G. Lee, Shengjie Sun, Lei Zhang, Wei Xue, Yike Guo
2025ACLSmall Language Models in the Real World: Insights from Industrial Text Classification.Lujun Li, Lama Sleem, Niccol Gentile, Geoffrey Nichil, Radu State
2025ICCVEfficient Fine-Tuning of Large Models Via Nested Low-Rank Adaptation.Lujun Li, Cheng Lin, Dezhi Li, You-Liang Huang, Wei Li, Tianyu Wu, Jie Zou, Wei Xue, Sirui Han, Yike Guo
2025ICCVAIRA: Activation-Informed Low-Rank Adaptation for Large Models.Lujun Li, Dezhi Li, Cheng Lin, Wei Li, Wei Xue, Sirui Han, Yike Guo
2025ICLRSTBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs.Peijie Dong, Lujun Li, Yuedong Zhong, Dayou Du, Ruibo Fan, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Yike Guo, Xiaowen Chu
2025ICMLCan Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression.Peijie Dong, Zhenheng Tang, Xiang Liu, Lujun Li, Xiaowen Chu, Bo Li
2025ICMLDelta Decompression for MoE-based LLMs Compression.Hao Gu, Wei Li, Lujun Li, Qiyuan Zhu, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo
2025ICMLMoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition.Wei Li, Lujun Li, Hao Gu, You-Liang Huang, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo
2025NAACLHow LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset.Qiang Li, Mingkun Tan, Xun Zhao, Dan Zhang, Daoan Zhang, Shengzhao Lei, Anderson S. Chu, Lujun Li, Porawit Kamnoedboon
2024AAAIUniADS: Universal Architecture-Distiller Search for Distillation Gap.Liming Lu, Zhenghan Chen, Xiaoyu Lu, Yihang Rao, Lujun Li, Shuchao Pang
2024AAAIAuto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery.Zimian Wei, Peijie Dong, Zheng Hui, Anggeng Li, Lujun Li, Menglong Lu, Hengyue Pan, Dongsheng Li
2024AAAISasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training.Chendi Zhu, Lujun Li, Yuli Wu, Zhengxing Sun
2024ECCVAuto-GAS: Automated Proxy Discovery for Training-Free Generative Architecture Search.Lujun Li, Haosen Sun, Shiwen Li, Peijie Dong, Wenhan Luo, Wei Xue, Qifeng Liu, Yike Guo
2024ECCVAttnZero: Efficient Attention Discovery for Vision Transformers.Lujun Li, Zimian Wei, Peijie Dong, Wenhan Luo, Wei Xue, Qifeng Liu, Yike Guo
2024ECCVAuto-DAS: Automated Proxy Discovery for Training-Free Distillation-Aware Architecture Search.Haosen Sun, Lujun Li, Peijie Dong, Zimian Wei, Shitong Shao
2024EMNLPLPZero: Language Model Zero-cost Proxy Search from Zero.Peijie Dong, Lujun Li, Xiang Liu, Zhenheng Tang, Xuebo Liu, Qiang Wang, Xiaowen Chu
2024ICMLPruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models.Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Xinglin Pan, Qiang Wang, Xiaowen Chu
2024ICMLDetKDS: Knowledge Distillation Search for Object Detectors.Lujun Li, Yufan Bao, Peijie Dong, Chuanguang Yang, Anggeng Li, Wenhan Luo, Qifeng Liu, Wei Xue, Yike Guo
2024ICPRTVT: Training-Free Vision Transformer Search on Tiny Datasets.Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Dongsheng Li
2023CVPRDisWOT: Student Architecture Search for Distillation WithOut Training.Peijie Dong, Lujun Li, Zimian Wei
2023CVPRALujun Li, Anggeng Li
2023ICASSPRD-NAS: Enhancing One-Shot Supernet Ranking Ability Via Ranking Distillation From Zero-Cost Proxies.Peijie Dong, Xin Niu, Lujun Li, Zhiliang Tian, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023ICASSPProgressive Meta-Pooling Learning for Lightweight Image Classification Model.Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023ICASSPDMFormer: Closing the gap Between CNN and Vision Transformers.Zimian Wei, Hengyue Pan, Lujun Li, Menglong Lu, Xin Niu, Peijie Dong, Dongsheng Li
2023ICCVEMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization.Peijie Dong, Lujun Li, Zimian Wei, Xin Niu, Zhiliang Tian, Hengyue Pan
2023ICCVAutomated Knowledge Distillation via Monte Carlo Tree Search.Lujun Li, Peijie Dong, Zimian Wei, Ya Yang
2023ICIPMENAS: Multi-trial Evolutionary Neural Architecture Search with Lottery Tickets.Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Xin Niu, Dongsheng Li
2023ICLRNORM: Knowledge Distillation via N-to-One Representation Matching.Xiaolong Liu, Lujun Li, Chao Li, Anbang Yao
2022AAAIActivation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation.Jie Qin, Jie Wu, Xuefeng Xiao, Lujun Li, Xingang Wang
2022ECCVSelf-Regulated Feature Learning via Teacher-free Feature Distillation.Lujun Li
2022IJCNNBoosting Online Feature Transfer via Separable Feature Fusion.Lujun Li, Shiuan-Ni Liang, Ya Yang, Zhe Jin
2022IJCNNTeacher-free Distillation via Regularizing Intermediate Representation.Lujun Li, Shiuan-Ni Liang, Ya Yang, Zhe Jin
2021ICTAIA Global Discriminant Joint Training Framework for Robust Speech Recognition.Lujun Li, Ludwig Krzinger, Tobias Watzel, Gerhard Rigoll