大学 × Machine Learning
筑波大学
Machine Learning / 2022–2026 LIVE
掲載論文 18 本
論文一覧
18 本
このEditionのランキングに掲載している論文です。同じ大学の複数著者による共著は1本にまとめています。
ランキングの対象論文 18 本と一致しています。
2026年
- Discovering Novel LLM Experts via Task-Capability Coevolution
掲載ID:
iclr:2026:449a016a6ce6fba3fe50d05482abf836 - Robust Deep Reinforcement Learning against Adversarial Behavior Manipulation
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iclr:2026:15b780350b302a1bf9a3bd273f5c15a4 - VoG: Enhancing LLM Reasoning through Stepwise Verification on Knowledge Graphs
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iclr:2026:ab1ee157f7804a13f980414b644a9460 - Beyond Model Base Retrieval: Weaving Knowledge to Master Fine-grained Neural Network Design
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openreview:96vowrwmqr - Context-Driven Incremental Compression for Multi-Turn Dialogue Generation
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openreview:zgevmaiilb - Fair Classification with Efficient and Post-hoc Controllable Fairness-Accuracy Trade-off
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openreview:lyn8omvymt
2025年
- TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation
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iclr:2025:81a0a519bf7ef7757ff46df2065e7051 - Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering
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pmlr:v267:yang25o - Meta Optimality for Demographic Parity Constrained Regression via Post-Processing
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pmlr:v267:fukuchi25a - A Provable Approach for End-to-End Safe Reinforcement Learning
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neurips:2025:6faf3b8ed0df532c14d0fc009e451b6d - Continuous Thought Machines
掲載ID:
neurips:2025:1f1628d502c62ef3725fb3b0b8eb4219
2024年
- Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
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pmlr:v235:horie24a - Local Curvature Smoothing with Stein's Identity for Efficient Score Matching
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neurips:2024:6a412f0037b0df295a39a198666ea6a6 - Stepwise Alignment for Constrained Language Model Policy Optimization
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neurips:2024:bcfcf7232cb74e1ef82d751880ff835b
2023年
- Automated Data Augmentations for Graph Classification
掲載ID:
openreview:vtb1ji0gps_ - Demographic Parity Constrained Minimax Optimal Regression under Linear Model
掲載ID:
neurips:2023:1b4acad19cc425a7352a71d4e4468393
2022年
- Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification
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neurips:2022:2e0f5561c1553a97cee5fa64575358c9 - Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
掲載ID:
neurips:2022:93476ae409ae3246e22a9d4b931f84ed
掲載対象外の論文や未反映の論文は、この一覧には含まれません。