LD
Lun Du
cs.AIcs.LGcs.CLcs.SEcs.SIcs.IRstat.MLcs.MAAlgorithmscs.CE
On Valency
published · living versionsW_wngsqjyw·v1 · currentpublished
DConstrain: Compiling Context-Parameterized Transitions for Diffusion Language Model Constrained Decoding
with Shidong Cao, Jing Ma, Wenhao Chai, Yuchen Tian +1
1 version
Preprints & journals
53 papers in the corpus · 2019–2026DConstrain: Compiling Context-Parameterized Transitions for Diffusion Language Model Constrained Decoding2610.30920v1 · Shidong Cao, Jing Ma, Wenhao Chai et al.2026 · 0 citationsarXivon Valency
A Function-Space Approach to the Statistical Mechanics of Learning Dynamics2609.09589v2 · Yizhou Zhang, Weichen Wu, Lun Du et al.2026 · 0 citationsarXiv
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis2604.24198v2 · Zhisong Qiu, Shuofei Qiao, Kewei Xu et al.2026 · 0 citationsarXiv
MSC-180: A Benchmark for Automated Formal Theorem Proving from Mathematical Subject Classification2512.18256v1 · Sirui Li, Wangyue Lu, Xiaorui Shi et al.2025 · 0 citationsarXiv
Task-Aware Retrieval Augmentation for Dynamic Recommendation2511.12495v1 · Zhen Tao, Xinke Jiang, Qingshuai Feng et al.2025 · 0 citationsarXiv
CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce Markets2509.01566v2 · Yujing Wang, Yiren Chen, Huoran Li et al.2025 · 0 citationsarXiv
Automated Formalization via Conceptual Retrieval-Augmented LLMs2508.06931v2 · Wangyue Lu, Lun Du, Sirui Li et al.2025 · 0 citationsarXiv
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study2506.19794v5 · Yuqi Zhu, Yi Zhong, Jintian Zhang et al.2025 · 1 citationarXiv
Autoformalization in the Era of Large Language Models: A Survey2505.23486v2 · Ke Weng, Lun Du, Sirui Li et al.2025 · 0 citationsarXiv
On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing2501.14600v2 · Zhen Tao, Ziyue Qiao, Chaoqi Chen et al.2025 · 1 citationarXiv
Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset2412.20072v2 · Chongjian Yue, Xinrun Xu, Xiaojun Ma et al.2024 · 6 citationsarXiv
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing2412.11728v1 · Wenchao Gu, Ensheng Shi, Yanlin Wang et al.2024 · 0 citationsarXiv
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models2407.11033v1 · Yuyan Chen, Qiang Fu, Ge Fan et al.2024 · 17 citationsarXiv
An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models2402.05359v6 · Yizhou Zhang, Lun Du, Defu Cao et al.2024 · 2 citationsarXiv
TAROT: A Hierarchical Framework with Multitask Co-Pretraining on Semi-Structured Data towards Effective Person-Job Fit2401.07525v2 · Yihan Cao, Xu Chen, Lun Du et al.2024 · 3 citationsarXiv
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries2312.13671v1 · Xinyi He, Mengyu Zhou, Xinrun Xu et al.2023 · 9 citationsarXiv
Professional Network Matters: Connections Empower Person-Job Fit2401.00010v1 · Hao Chen, Lun Du, Yuxuan Lu et al.2023 · 9 citationsarXiv
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning2312.09039v3 · Yuan Sui, Jiaru Zou, Mengyu Zhou et al.2023 · 18 citationsarXiv
Text-to-Image Generation for Abstract Concepts2309.14623v2 · Jiayi Liao, Xu Chen, Qiang Fu et al.2023 · 11 citationsarXiv
SoTaNa: The Open-Source Software Development Assistant2308.13416v1 · Ensheng Shi, Fengji Zhang, Yanlin Wang et al.2023 · 1 citationarXiv
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering2306.03624v1 · Jiayan Guo, Lun Du, Xu Chen et al.2023 · 25 citationsarXiv
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking2305.15066v2 · Jiayan Guo, Lun Du, Hengyu Liu et al.2023 · 15 citationsarXiv
Enabling and Analyzing How to Efficiently Extract Information from Hybrid Long Documents with LLMs2305.16344v2 · Chongjian Yue, Xinrun Xu, Xiaojun Ma et al.2023 · 2 citationsarXiv
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention2305.13115v2 · Hongjun Wang, Jiyuan Chen, Lun Du et al.2023 · 7 citationsarXiv
Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond2304.05216v1 · Ensheng Shi, Yanlin Wang, Hongyu Zhang et al.2023 · 43 citationsarXiv
Robust Mid-Pass Filtering Graph Convolutional Networks2302.08048v1 · Jincheng Huang, Lun Du, Xu Chen et al.2023 · 45 citationsarXiv
Homophily-oriented Heterogeneous Graph Rewiring2302.06299v2 · Jiayan Guo, Lun Du, Wendong Bi et al.2023 · 40 citationsarXiv
DIGMN: Dynamic Intent Guided Meta Network for Differentiated User Engagement Forecasting in Online Professional Social Platforms2210.12402v2 · Feifan Li, Lun Du, Qiang Fu et al.2022 · 6 citationsarXiv
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing2210.01425v2 · Lunyiu Nie, Jiuding Sun, Yanlin Wang et al.2022 · 4 citationsarXiv
Make Heterophily Graphs Better Fit GNN: A Graph Rewiring Approach2209.08264v1 · Wendong Bi, Lun Du, Qiang Fu et al.2022 · 5 citationsarXiv
Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima2208.11873v1 · Hengyu Liu, Qiang Fu, Lun Du et al.2022 · 0 citationsarXiv
Tackling Long Code Search with Splitting, Encoding, and Aggregating2208.11271v3 · Fan Hu, Yanlin Wang, Lun Du et al.2022 · 3 citationsarXiv
Revisiting Code Search in a Two-Stage Paradigm2208.11274v3 · Fan Hu, Yanlin Wang, Lun Du et al.2022 · 18 citationsarXiv
MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution2208.07012v2 · Wendong Bi, Lun Du, Qiang Fu et al.2022 · 23 citationsarXiv
CoCoSoDa: Effective Contrastive Learning for Code Search2204.03293v3 · Ensheng Shi, Yanlin Wang, Wenchao Gu et al.2022 · 60 citationsarXiv
Accelerating Code Search with Deep Hashing and Code Classification2203.15287v2 · Wenchao Gu, Yanlin Wang, Lun Du et al.2022 · 19 citationsarXiv
RACE: Retrieval-Augmented Commit Message Generation2203.02700v3 · Ensheng Shi, Yanlin Wang, Wei Tao et al.2022 · 47 citationsarXiv
HTGN-BTW: Heterogeneous Temporal Graph Network with Bi-Time-Window Training Strategy for Temporal Link Prediction2202.12713v1 · Chongjian Yue, Lun Du, Qiang Fu et al.2022 · 3 citationsarXiv
Inferring network structure with unobservable nodes from time series data.35105141 · Chen, Mengyuan, Zhang, Yan, Zhang, Zhang et al.2022 · 10 citationsChaos (Woodbury, N.Y.). 2022;32(1):013126
Source Free Unsupervised Graph Domain Adaptation2112.00955v4 · Haitao Mao, Lun Du, Yujia Zheng et al.2021 · 18 citationsarXiv
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily2110.15777v3 · Lun Du, Xiaozhou Shi, Qiang Fu et al.2021 · 95 citationsarXiv
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees2108.12987v2 · Ensheng Shi, Yanlin Wang, Lun Du et al.2021 · 47 citationsarXiv
Neuron Campaign for Initialization Guided by Information Bottleneck Theory2108.06530v1 · Haitao Mao, Xu Chen, Qiang Fu et al.2021 · 7 citationsarXiv
On the Evaluation of Neural Code Summarization2107.07112v2 · Ensheng Shi, Yanlin Wang, Lun Du et al.2021 · 88 citationsarXiv
On the Evaluation of Commit Message Generation Models: An Experimental Study2107.05373v3 · Wei Tao, Yanlin Wang, Ensheng Shi et al.2021 · 55 citationsarXiv
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search2107.04773v2 · Lun Du, Xiaozhou Shi, Yanlin Wang et al.2021 · 4 citationsarXiv
CoCoSum: Contextual Code Summarization with Multi-Relational Graph Neural Network2107.01933v1 · Yanlin Wang, Ensheng Shi, Lun Du et al.2021 · 9 citationsarXiv
TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data2106.03096v2 · Lun Du, Fei Gao, Xu Chen et al.2021 · 67 citationsarXiv
Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective2105.08007v2 · Lun Du, Xu Chen, Fei Gao et al.2021 · 12 citationsarXiv
TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting2011.14638v1 · Xu Chen, Yuanxing Zhang, Lun Du et al.2020 · 34 citationsarXiv
Career total: 84 works. 53 are in this corpus.Showing the 50 most recent.
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