Proved optimality of frb100-40 with a verifiable certificate; maximum independent set = 100, verified with reduced search time.

Onur Uğurlu

Uses de Finetti theorem and linear programming to quantify incoherence in language model probabilistic forecasts via maximum Dutch-book profit.

Isaiah Andrews, Suproteem Sarkar

SafeEvolve co-evolves harness and policy via trajectory experience, significantly enhancing safety and utility.

Qinghua Mao, Wanying Qu, Dadi Guo et al.

Measurement-driven sub-network selection using hardware-aware multi-objective optimization enables efficient deployment of compressed LLMs on industrial edge devices, recovering 95% of unpruned quality.

Vasileios Rizeakos, Georgios Paisios, Alexandros Machairas et al.

H3DNAS compresses 3D point cloud models on ONNX, reducing parameters by 65.5% and speeding up inference by 1.99x.

Anchit Mulye, Rhythm Baghel, Sujay Kumar Ingle et al.

SR-Edit achieves region-aware image editing via self-refinement, significantly improving non-edit region preservation.

Andong Wang, Zehua Chen, Yuxuan Jiang et al.

Introduced VMetaphor-Bench to benchmark visual metaphor generation in T2I models, revealing challenges in cross-domain mapping and compositional structuring.

Chuer Chen, Zichen Wang, Yi He et al.

VIPS uses pseudo-simulation with real data to evaluate V2I autonomous driving robustness efficiently.

Hoonhee Cho, Jae-Young Kang, Giwon Lee et al.

MFSPNet uses model-free surrogate and PSO to optimize CNN architectures, achieving 3.91% error on CIFAR-10.

Asif Ameer, Maryam Bashir, Irfan Younas et al.

CA-OPD uses teacher confidence to repair student rollouts, raising ScreenSpot-Pro by 9.50 points and OCRBench-v2 English by 6.72 points.

Menghao Li, Linjie Mu, Yin Wang et al.

Implemented quantum gates via Floquet analysis; achieved high-fidelity iSWAP gate with t_gate ~170 ns.

Andrea De Luca, Carola Ciaramelletti, Simone Paganelli

SALA framework uses dynamic time warping for semantic alignment, enhancing complex reasoning in in-context learning by 5% on average.

Zhao Ji, Wenqing Chen, Zhixuan Chu et al.

Quantum MeanFlow enables single-step MNIST image generation on NISQ hardware with reduced sampling costs.

Ashish Joshi, Eshaan Mistry, Takahiko Koyama

OrthoRec enhances multimodal recommendation via orthogonal purification and topology-guided MoE, excelling on Amazon datasets.

Jialin Liu, Zhaorui Zhang, Ray C. C. Cheung

DPA method decouples product-agnostic anomaly representations for zero-shot anomaly generation, enhancing detection performance.

Hang Yao, Yansheng Fu, Ming Liu et al.

DynG-Diff framework enhances time series forecasting accuracy and robustness through dynamic guidance diffusion model.

Zhente Zhang, Zhengwei Ni, Wei Fan

This paper reveals output format confounds data quality and capability measures; spectral metrics are invariant, while directional scores effectively identify target tasks.

Chengguang Gan, Hanjun Wei, Yunhao Liang et al.

InstEditSeg uses instruction-driven image editing for polyp and skin lesion segmentation, significantly enhancing cross-domain generalization.

Ziquan Liu, Zhewei Zhu, Xuyang Shi

DART employs DAG-based scheduling, reputation, and blockchain incentives, achieving 93.33% success in multi-agent collaboration tasks.

Manoj Kumala, Xinyun Liua, Ronghua Xu

SPD uses the Hungarian algorithm for single-pass decoding, achieving a 64x speed-up.

Emil Laftchiev, Prachi Agrawal, Moe Kayali et al.