Recent Publications
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Graph-based approximate nearest neighbor search by deep reinforcement routing, . ACM MM, 2025
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MRA-FD: Driver fatigue detection via deep convolutional modeling with local and global features, . IEEE Transactions on Vehicular Technology, 2025.
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DialogueAgents: A hybrid agent-based speech synthesis framework for multi-party dialogue, . ICME, 2025
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Parameter estimation of structural dynamics with neural operators enabled surrogate modeling, . Mechanical Systems and Signal Processing, 2025.
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MetricEmbedding: Accelerate metric nearness by tropical inner product, . ICML, 2025.
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Influence-Guided Diffusion for Dataset Distillation, . ICLR, 2025.
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Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization, . ICLR, 2025.
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When Evolution Strategy Meets Language Models Tuning, . COLING, 2025.
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ChatCAD: An MLLM-Guided Framework for Zero-shot CAD Drawing Restoration, . ICASSP, 2025.
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Locally Balancing Signed Graphs, . KDD, 2025.
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Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries, . KDD, 2025.
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Effective and General Distance Computation for Approximate Nearest Neighbor Search, . ICDE, 2025.
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Querying Numeric-Constrained Shortest Distances on Road Networks, . ICDE, 2024.