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Gang Chen

Zhejiang University, Database Laboratory, China

71 papers at tracked venues · 61 at CORE A* · active 2024–2026

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Venues

VLDB ×15ACL ×10AAAI ×8SIGMOD ×7EMNLP ×5ICDE ×5IJCAI ×4NeurIPS ×4CVPR ×2ICLR ×2ICML ×2SIGIR ×2SIGKDD ×2WWW ×2CIKM ×1

Frequent coauthors

Ziyang Xiao
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Liyao Li
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Lin Long
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Mingxuan Xia
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Cheng Peng
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Jun Zhang
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Kai Tang
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Wenhao Liu
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Hexiang Pan
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Lingze Zeng
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Yuchen Peng
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Yicheng Ji
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Papers

  1. Corpus-Centric Learning for Zero-Shot Table Retrieval
    SIGIR 2026 ·
    Zhou He
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  2. DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling
    AAAI 2026 ·
    Ziyang Xiao
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  3. Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects
    ACL 2026 ·
    Jun Zhang
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  4. FinMRAGBench: A Realistic and Complex Benchmark for Multi-Modal RAG in Financial Document Analysis
    ACL 2026 ·
    Shouqing Yang
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  5. Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis
    AAAI 2026 ·
    Kai Tang
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  6. IncreQueryFusion: On-demand Data Fusion Framework in Dynamic Data Lakes
    VLDB 2026 ·
    Wenhao Liu
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  7. Modeling Concurrency Control as a Learnable Function
    SIGMOD 2026 ·
    Hexiang Pan
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  8. NeurBench: A Benchmark Suite for Learned Database Components with Drift Modeling: [Experiments & Analysis]
    SIGMOD 2026 ·
    Zhanhao Zhao
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  9. NeurIDA: Dynamic Modeling for Effective In-Database Analytics
    VLDB 2026 ·
    Lingze Zeng
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  10. QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement
    ACL 2026 ·
    Zhensheng Luo
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  11. Reinforcement Learning with Verbalized Probabilities for LLM Classification
    WWW 2026 ·
    Liyao Li
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  12. SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search
    VLDB 2026 ·
    Yuchen Peng
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  13. See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
    ACL 2026 ·
    Yicheng Ji
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  14. Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph
    ACL 2026 ·
    Lirong Gao
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  15. A Comprehensive Study of Shapley Value in Data Analytics
    VLDB 2025 ·
    Hong Lin
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  16. A Demonstration of QueryArtisan: Real-Time Data Lake Analysis via Dynamically Generated Data Manipulation Code
    VLDB 2025 ·
    Wenhao Liu
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  17. A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions
    IJCAI 2025 ·
    Ziyang Xiao
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  18. A Timestep-Adaptive Frequency-Enhancement Framework for Diffusion-based Image Super-Resolution
    IJCAI 2025 ·
    Yueying Li
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  19. Adda: Towards Efficient in-Database Feature Generation via LLM-based Agents
    SIGMOD 2025 ·
    Kuan Lu
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  20. Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL
    ICLR 2025 ·
    Lin Long
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  21. CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency
    EMNLP 2025 ·
    Zhanming Shen
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  22. CoLA: Model Collaboration for Log-based Anomaly Detection
    VLDB 2025 ·
    Xuhang Zhu
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  23. CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation
    AAAI 2025 ·
    Hongwei Yuan
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  24. Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models
    EMNLP 2025 ·
    Mingxuan Xia
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  25. Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning
    AAAI 2025 ·
    Yuchen Liu
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  26. HAKES: Scalable Vector Database for Embedding Search Service
    VLDB 2025 ·
    Guoyu Hu
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  27. High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration
    SIGMOD 2025 ·
    Baiyan Zhang
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  28. HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture
    SIGMOD 2025 ·
    Yifan Wu
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  29. In-Context Adaptation to Concept Drift for Learned Database Operations
    ICML 2025 ·
    Jiaqi Zhu
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  30. LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains
    EMNLP 2025 ·
    Liyao Li
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  31. Mining Platoon Patterns from Traffic Videos
    VLDB 2025 ·
    Yijun Bei
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  32. MorphingDB: A Task-Centric AI-Native DBMS for Model Management and Inference
    SIGMOD 2025 ·
    Sai Wu
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  33. Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
    NeurIPS 2025 ·
    Yuxuan Yang
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  34. POLO: An LLM-Powered Project-Level Code Performance Optimization Framework
    IJCAI 2025 ·
    Jiameng Bai
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  35. SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses
    VLDB 2025 ·
    Yifan Wu
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  36. SeSeMI: Secure Serverless Model Inference on Sensitive Data
    ICDE 2025 ·
    Guoyu Hu
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  37. SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
    EMNLP 2025 ·
    Yicheng Ji
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  38. Table as a Modality for Large Language Models
    NeurIPS 2025 ·
    Liyao Li
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  39. TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery
    VLDB 2025 ·
    Lingxi Cui
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  40. Towards Automatic and Efficient Prediction Query Processing in Analytical Database
    ICDE 2025 ·
    Yuchen Peng
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  41. Towards Robust Incremental Learning Under Ambiguous Supervision
    IJCAI 2025 ·
    Rui Wang
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  42. Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems
    VLDB 2025 ·
    Jiani Yang
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  43. T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning
    ACL 2025 ·
    Han Lin
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  44. nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery
    SIGIR 2025 ·
    Lingxi Cui
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  45. A Separation and Alignment Framework for Black-Box Domain Adaptation
    AAAI 2024 ·
    Mingxuan Xia
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  46. CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition
    AAAI 2024 ·
    Cheng Peng
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  47. Chain-of-Experts: When LLMs Meet Complex Operations Research Problems
    ICLR 2024 ·
    Ziyang Xiao
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  48. CoMAL: Contrastive Active Learning for Multi-Label Text Classification
    SIGKDD 2024 ·
    Cheng Peng
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  49. Data Contamination Calibration for Black-box LLMs
    ACL 2024 ·
    Wentao Ye
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  50. Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems
    VLDB 2024 ·
    Naili Xing
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  51. Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
    ACL 2024 ·
    Jun Zhang
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  52. Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection
    EMNLP 2024 ·
    Xiaomeng Hu
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  53. Enhancing LLM Reasoning via Vision-Augmented Prompting
    NeurIPS 2024 ·
    Ziyang Xiao
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  54. Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective
    CIKM 2024 ·
    Dandan Ni
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  55. FC: Adaptive Atomic Commit via Failure Detection
    ICDE 2024 ·
    Hexiang Pan
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  56. FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query
    ICDE 2024 ·
    Zhihao Zeng
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  57. In Situ Neural Relational Schema Matcher
    ICDE 2024 ·
    Xingyu Du
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  58. Learning Geometry-Aware Representations for New Intent Discovery
    ACL 2024 ·
    Kai Tang
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  59. Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
    NeurIPS 2024 ·
    Jianan Yang
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  60. On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
    ACL 2024 ·
    Lin Long
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  61. Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation
    CVPR 2024 ·
    Lin Long
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  62. Powering In-Database Dynamic Model Slicing for Structured Data Analytics
    VLDB 2024 ·
    Lingze Zeng
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  63. Predictive and Near-Optimal Sampling for View Materialization in Video Databases
    SIGMOD 2024 ·
    Yanchao Xu
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  64. QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes
    VLDB 2024 ·
    Xiu Tang
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  65. Revisiting CNNs for Trajectory Similarity Learning
    VLDB 2024 ·
    Zhihao Chang
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  66. Sampling-Resilient Multi-Object Tracking
    AAAI 2024 ·
    Zepeng Li
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  67. Targeted Representation Alignment for Open-World Semi-Supervised Learning
    CVPR 2024 ·
    Ruixuan Xiao
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  68. Towards Cross-Table Masked Pretraining for Web Data Mining
    WWW 2024 ·
    Chao Ye
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  69. Unbiased Multi-Label Learning from Crowdsourced Annotations
    ICML 2024 ·
    Mingxuan Xia
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  70. Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection
    AAAI 2024 ·
    Cheng Peng
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  71. VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection
    SIGKDD 2024 ·
    Fei Xiao
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