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From the 24 of 371 papers with an AI index.

most citedChatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

94 citations

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15 papers · 1 filter

cs.LG2026

Multi-Feature Riemannian Hypergraph for Online Test-Time Adaptation of Motor Imagery Brain-Computer Interface

Siqi Li, Zhi Li, Tong Liu +5

In clinical motor imagery brain-computer interface (MI-BCI) decoding, cross-day transferability and online operation remain two critical challenges. Hypergraphs can improve transfe…

cs.LG20261 cited

AdaHAT: Adaptive Hard Attention to the Task in Task-Incremental Learning

Pengxiang Wang, Hongbo Bo, Jun Hong +2

Catastrophic forgetting is a major problem in task-incremental learning, where neural networks tend to overwrite previously learned knowledge when trained on new tasks. A number of…

cs.LG20261 cited

From physical surfaces to human-centric heat stress: LST and UTCI heat mapping reveals nonlinear effects of urban morphology

Yuan Wang, Shengao Yi, Xiaojiang Li +4

The paper compares land surface temperature (LST) with the universal thermal climate index (UTCI) to assess human heat stress in Singapore, using high‑resolution satellite data and…

cs.LG20269 cited

Riemannian Denoising Diffusion Probabilistic Models

Zichen Liu, Wei Zhang, Christof Schütte +1

We propose Riemannian Denoising Diffusion Probabilistic Models (RDDPMs) for learning distributions on submanifolds of Euclidean space that are level sets of functions, including mo…

cs.LG2026

CSympNet-ID: conformal-symplectic map learning for linearly damped Hamiltonian systems

Jiale Gong, Pengzhan Jin, Dongyang Kuang +2

Learning dissipative dynamics from discrete observations is essential for reliable long-horizon prediction and physically meaningful parameter identification. For linearly damped H…

cs.LG2026

Beyond Independent Manipulation: Individual Fairness-aware Strategic Classification with Peer Imitation

Xinpeng Lv, Chunyuan Zheng, Yunxin Mao +9

Strategic classification (SC) investigates scenarios where agents manipulate their features to obtain favorable decisions from predictive models. Existing fairness-aware SC approac…