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Dawei Cheng

31 papers · 2019–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (54) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
πŸ† Keyword Champion (6) πŸ† Grand Slam πŸ”¬ Deep Specialist (11) πŸ‘‘ Triple Crown 🌈 Renaissance Researcher (7) ⚑ Prolific Year Β· Prolific πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (154)

Venues

IJCAI (10) AAAI (9) ICML (4) ICLR (3) ACL (2) CVPR (1) EMNLP (1) NeurIPS (1)

Top co-authors

Guibin Zhang (9) Yanwei Yue (7) Kun Wang (6) Liqing Zhang (6) changjun jiang (5) Yefeng Zheng (4) Yi Ouyang (4) Tianlong Chen (4) Yiyi Zhang (3) Fan Li (3)

Research topics

Machine Learning (27) Deep Learning (18) Core Methods (15) Learning Types Β· Machine Learning (14) Architectures (12) Application Areas (11) Artificial Intelligence (9) Core AI (8) Data Science & Analytics (4) Natural Language Processing (4) Learning Types Β· Deep Learning (4) Optimization & Theory (4) Computer Vision (3) Analysis (3) Methods (3)

Keywords

graph neural network (15) fraud detection (6) representation learning (6) attention mechanism (4) neural network (4) time series forecasting (3) large language model (3) self-supervised learning (3) multi-agent system (2) lottery ticket hypothesis (2) model pruning (2) adversarial defense (2) deep learning (2) contrastive learning (2) graph representation learning (2) message passing (2) transfer learning (1) data poisoning (1) adversarial learning (1) online learning (1)

Papers

Role Perceptual Augmented Temporal Graph Network for Related-party Transaction Detection AAAI 2026 Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025 AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning ACL 2025 Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems ICLR 2025 Enhancing Portfolio Optimization via Heuristic-Guided Inverse Reinforcement Learning with Multi-Objective Reward and Graph-based Policy Learning IJCAI 2025 Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks AAAI 2025 G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks ICML 2025 MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025 PCAN: A Pandemic-Compatible Attentive Neural Network for Retail Sales Forecasting IJCAI 2025 Rationalizing and Augmenting Dynamic Graph Neural Networks ICLR 2025 TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting ICML 2025 Effective High-order Graph Representation Learning for Credit Card Fraud Detection IJCAI 2024 GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NeurIPS 2024 Graph Lottery Ticket Automated ICLR 2024 Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024 Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning ICML 2024 Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024 Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach IJCAI 2024 Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness ICML 2024 Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning AAAI 2023 Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network IJCAI 2023 Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023 Preventing Attacks in Interbank Credit Rating with Selective-aware Graph Neural Network IJCAI 2023 Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation AAAI 2023 Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition AAAI 2020 F-HMTC: Detecting Financial Events for Investment Decisions Based on Neural Hierarchical Multi-Label Text Classification IJCAI 2020 Image Cropping with Composition and Saliency Aware Aesthetic Score Map AAAI 2020 Learning From Web Data With Self-Organizing Memory Module CVPR 2020 Risk Guarantee Prediction in Networked-Loans IJCAI 2020 Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection AAAI 2020 Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation IJCAI 2019