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Papers
Approximately Envy-free and Equitable Allocations of Indivisible Items for Non-monotone Valuations
AAAI 2026
DDT: Decoupled Diffusion Transformer
CVPR 2026
Denoising as Path Planning: Training-Free Acceleration of Diffusion Models with DPCache
CVPR 2026
Joint MDPs and Reinforcement Learning in Coupled-Dynamics Environments
UAI 2026
Long term sequential decision making under risk
UAI 2026
Optimization of Multi-Agent Flying Sidekick Traveling Salesman Problem over Road Networks
AAAI 2026
SODA: Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformer
CVPR 2026
Stationary Robust Mean-Field Games under Model Mismatches
UAI 2026
Towards Single Exponential Time for Temporal and Spatial Reasoning: A Study via Redundancy and Dynamic Programming
AAAI 2026
Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking
CVPR 2025
Bayesian Active Learning for Bivariate Causal Discovery
ICML 2025
CacheQuant: Comprehensively Accelerated Diffusion Models
CVPR 2025
CLaSp: In-Context Layer Skip for Self-Speculative Decoding
ACL 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots
NAACL 2025
Computing Perfect Bayesian Equilibria in Sequential Auctions with Verification
AAAI 2025
Estimating the Spectral Moments of the Kernel Integral Operator from Finite Sample Matrices
AISTATS 2025
Exact discovery is polynomial for certain sparse causal Bayesian networks
CLeaR 2025
Exploring the Limitations of Mamba in COPY and CoT Reasoning
EMNLP 2025
GAP: a Global Adaptive Pruning Method for Large Language Models
EMNLP 2025
How to Find the Exact Pareto Front for Multi-Objective MDPs?
ICLR 2025
HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task
EMNLP 2025
Near-Optimal Decision Trees in a SPLIT Second
ICML 2025
Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound
AAAI 2025
Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis
AISTATS 2025
Risk-averse Total-reward MDPs with ERM and EVaR
AAAI 2025