Academic

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Academic · 1 min

CountsDiff: A Diffusion Model on the Natural Numbers for Generation and Imputation of Count-Based Data

arXiv:2604.03779v1 Announce Type: new Abstract: Diffusion models have excelled at generative tasks for both continuous and token-based domains, but their application to discrete ordinal data …

Renzo G. Soatto, Anders Hoel, Greycen Ren, Shorna Alam, Stephen Bates, Nikolaos P. Daskalakis, Caroline Uhler, Maria Skoularidou

30 views Apr 7

Academic · 1 min

RL-Driven Sustainable Land-Use Allocation for the Lake Malawi Basin

arXiv:2604.03768v1 Announce Type: new Abstract: Unsustainable land-use practices in ecologically sensitive regions threaten biodiversity, water resources, and the livelihoods of millions. This paper presents a …

Ying Yao

26 views Apr 7

Academic · 1 min

From Plausible to Causal: Counterfactual Semantics for Policy Evaluation in Simulated Online Communities

arXiv:2604.03920v1 Announce Type: new Abstract: LLM-based social simulations can generate believable community interactions, enabling ``policy wind tunnels'' where governance interventions are tested before deployment. But …

Agam Goyal, Yian Wang, Eshwar Chandrasekharan, Hari Sundaram

25 views Apr 7

Academic · 1 min

Earth Embeddings Reveal Diverse Urban Signals from Space

arXiv:2604.03456v1 Announce Type: new Abstract: Conventional urban indicators derived from censuses, surveys, and administrative records are often costly, spatially inconsistent, and slow to update. Recent …

Wenjing Gong, Udbhav Srivastava, Yuchen Wang, Yuhao Jia, Qifan Wu, Weishan Bai, Yifan Yang, Xiao Huang, Xinyue Ye

73 views Apr 7

Academic · 1 min

Structured Multi-Criteria Evaluation of Large Language Models with Fuzzy Analytic Hierarchy Process and DualJudge

arXiv:2604.03742v1 Announce Type: new Abstract: Effective evaluation of large language models (LLMs) remains a critical bottleneck, as conventional direct scoring often yields inconsistent and opaque …

Yulong He, Ivan Smirnov, Dmitry Fedrushkov, Sergey Kovalchuk, Ilya Revin

23 views Apr 7

Academic · 1 min

DRAFT: Task Decoupled Latent Reasoning for Agent Safety

arXiv:2604.03242v1 Announce Type: new Abstract: The advent of tool-using LLM agents shifts safety monitoring from output moderation to auditing long, noisy interaction trajectories, where risk-critical …

Lin Wang, Junfeng Fang, Dan Zhang, Fei Shen, Xiang Wang, Tat-Seng Chua

25 views Apr 7

Academic · 1 min

Comparative reversal learning reveals rigid adaptation in LLMs under non-stationary uncertainty

arXiv:2604.04182v1 Announce Type: new Abstract: Non-stationary environments require agents to revise previously learned action values when contingencies change. We treat large language models (LLMs) as …

Haomiaomiao Wang, Tom\'as E Ward, Lili Zhang

26 views Apr 7

Academic · 1 min

Supervised Dimensionality Reduction Revisited: Why LDA on Frozen CNN Features Deserves a Second Look

arXiv:2604.03928v1 Announce Type: new Abstract: Effective ride-hailing dispatch requires anticipating demand patterns that vary substantially across time-of-day, day-of-week, season, and special events. We propose a …

Indar Kumar, Girish Karhana, Sai Krishna Jasti, Ankit Hemant Lade

42 views Apr 7

Academic · 1 min

IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking

arXiv:2604.03232v1 Announce Type: new Abstract: IC3, also known as property-directed reachability (PDR), is a commonly-used algorithm for hardware safety model checking. It checks if a …

Mingkai Miao, Guangyu Hu, Ziyi Yang, Hongce Zhang

37 views Apr 7

Academic · 1 min

Simple yet Effective: Low-Rank Spatial Attention for Neural Operators

arXiv:2604.03582v1 Announce Type: new Abstract: Neural operators have emerged as data-driven surrogates for solving partial differential equations (PDEs), and their success hinges on efficiently modeling …

Zherui Yang, Haiyang Xin, Tao Du, Ligang Liu

27 views Apr 7

Academic · 1 min

Rethinking Token Prediction: Tree-Structured Diffusion Language Model

arXiv:2604.03537v1 Announce Type: new Abstract: Discrete diffusion language models have emerged as a competitive alternative to auto-regressive language models, but training them efficiently under limited …

Zihao Wu, Haoming Yang, Juncheng Dong, Vahid Tarokh

24 views Apr 7

Academic · 1 min

Position: Science of AI Evaluation Requires Item-level Benchmark Data

arXiv:2604.03244v1 Announce Type: new Abstract: AI evaluations have become the primary evidence for deploying generative AI systems across high-stakes domains. However, current evaluation paradigms often …

Han Jiang, Susu Zhang, Xiaoyuan Yi, Xing Xie, Ziang Xiao

106 views Apr 7

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Academic

CountsDiff: A Diffusion Model on the Natural Numbers for Generation and Imputation of Count-Based Data

RL-Driven Sustainable Land-Use Allocation for the Lake Malawi Basin

From Plausible to Causal: Counterfactual Semantics for Policy Evaluation in Simulated Online Communities

Earth Embeddings Reveal Diverse Urban Signals from Space

Structured Multi-Criteria Evaluation of Large Language Models with Fuzzy Analytic Hierarchy Process and DualJudge

DRAFT: Task Decoupled Latent Reasoning for Agent Safety

Comparative reversal learning reveals rigid adaptation in LLMs under non-stationary uncertainty

Supervised Dimensionality Reduction Revisited: Why LDA on Frozen CNN Features Deserves a Second Look

IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking

Simple yet Effective: Low-Rank Spatial Attention for Neural Operators

Rethinking Token Prediction: Tree-Structured Diffusion Language Model

Position: Science of AI Evaluation Requires Item-level Benchmark Data

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