Papers
Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study
Pranjal Gupta, Karan Bhukar, Harshit Kumar et al.
From Natural Language to Executable ETL Flows: The IBM DataStage Assistant
Nitin Gupta, Thomas Gschwind, Shramona Chakraborty et al.
Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-Driven Adaptive Experimental Design
Azza Fadhel, Nathaniel W. Zuckschwerdt, Aryan Deshwal et al.
PRECISE: Reducing the Bias of LLM Evaluations Using Prediction-Powered Ranking Estimation
Abhishek Divekar, Anirban Majumder
Optimizing Preferential Rate in Retail Lending with Causal Inference and Domain Adaptation
Jimyung Choi, Yujin Lee, Hyeryeong Oh et al.
SARA: Leveraging LLM Agents and Jurisprudential Ontologies for Automated Legal Reasoning
Francisco C J Bonfim, Sara Pessoa SIlva, Alicia S Neves et al.
TactGen: Tactile Sensory Data Generation via Zero-Shot Sim-to-Real Transfer (Abstract Reprint)
Shaohong Zhong, Alessandro Albini, Perla Maiolino et al.
HI-SLAM2: Geometry-Aware Gaussian SLAM for Fast Monocular Scene Reconstruction (Abstract Reprint)
Wei Zhang, Qing Cheng, David Skuddis et al.
HiMo: High-Speed Objects Motion Compensation in Point Clouds (Abstract Reprint)
Qingwen Zhang, Ajinkya Khoche, Yi Yang et al.
Radar Instance Transformer: Reliable Moving Instance Segmentation in Sparse Radar Point Clouds (Abstract Reprint)
Matthias Zeller, Vardeep Singh Sandhu, Benedikt Mersch et al.
Scalable Synthesis of Formally Verified Neural Value Function for Hamilton-Jacobi Reachability Analysis (Abstract Reprint)
Yujie Yang, Hanjiang Hu, Tianhao Wei et al.
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model (Abstract Reprint)
Chuyuan Wei, Ke Duan, Shengda Zhuo et al.
Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation (Abstract Reprint)
Xinyan Wang, Jinshuo Liu, Juan Deng et al.
Feature Hallucination for Self-supervised Action Recognition (Abstract Reprint)
Lei Wang, Piotr Koniusz
TTVAE: Transformer-Based Generative Modeling for Tabular Data Generation (Abstract Reprint)
Alex X. Wang, Binh P. Nguyen
Generating Streamlining Constraints with Large Language Models (Abstract Reprint)
Florentina Voboril, Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider
On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios (Abstract Reprint)
Stylianos Loukas Vasileiou, William Yeoh, Alessandro Previti et al.
A Fortiori Case-Based Reasoning: From Theory to Data (Abstract Reprint)
Wijnand van Woerkom, Davide Grossi, Henry Prakken et al.
End-Effector Cartesian Velocity Control for Redundant Loader Cranes Using Reinforcement Learning (Abstract Reprint)
Abdolreza Taheri, Amy Rankka, Pelle Gustafsson et al.
Predictive Display for Teleoperation Based on Vector Fields Using Lidar-Camera Fusion (Abstract Reprint)
Gaurav Sharma, Jeff Calder, Rajesh Rajamani
Path-Constrained Haptic Motion Guidance via Adaptive Phase-Based Admittance Control (Abstract Reprint)
Erfan Shahriari, Petr Svarny, Seyed Ali Baradaran Birjandi et al.
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning via Predictive Observation Imputation (Abstract Reprint)
Pedro P. Santos, Diogo S. Carvalho, Miguel Vasco et al.
SICNav: Safe and Interactive Crowd Navigation Using Model Predictive Control and Bilevel Optimization (Abstract Reprint)
Sepehr Samavi, James R. Han, Florian Shkurti et al.
Towards an Ontology-Driven Approach to Document Bias (Abstract Reprint)
Mayra Russo, Maria-Esther Vidal
PRIMP: PRobabilistically-Informed Motion Primitives for Efficient Affordance Learning from Demonstration (Abstract Reprint)
Sipu Ruan, Weixiao Liu, Xiaoli Wang et al.