Articles by Chen Xiong

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Text2Data: Low-Resource Data Generation with Textual Control

2 January 2025 by Shiyu Wang and others

Computation and Language, Artificial Intelligence

PoVF: Empowering Decentralized Blockchain Systems with Verifiable Function Consensus

2 January 2025 by Chenxi Xiong and others

Cryptography and Security

Relative Quantum Resource Theory and Operational Applications in Subchannel Discrimination

26 December 2024 by Sunho Kim and others

Quantum Physics

StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs

23 December 2024 by Hailin Chen and others

Computation and Language

Bridging the Data Provenance Gap Across Text, Speech and Video

19 December 2024 by Shayne Longpre and others

Artificial Intelligence, Computation and Language

WIKIGENBENCH: Exploring Full-length Wikipedia Generation under Real-World Scenario

17 December 2024 by Jiebin Zhang and others

Computation and Language

Unanswerability Evaluation for Retreival Augmented Generation

16 December 2024 by Xiangyu Peng and others

Computation and Language

GReaTer: Gradients over Reasoning Makes Smaller Language Models Strong Prompt Optimizers

12 December 2024 by Sarkar Snigdha Sarathi Das and others

Computation and Language

AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials

12 December 2024 by Yiheng Xu and others

Computation and Language

ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models

11 December 2024 by Jieyu Zhang and others

Computer Vision and Pattern Recognition, Artificial Intelligence

SiReRAG: Indexing Similar and Related Information for Multihop Reasoning

9 December 2024 by Nan Zhang and others

Computation and Language

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

5 December 2024 by Yiheng Xu and others

Computation and Language

CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval

24 November 2024 by Ye Liu and others

Software Engineering, Artificial Intelligence

FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification

22 November 2024 by Zhengrui Guo and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Benchmarking of a multi-biomarker low-volume panel for Alzheimers Disease and related dementia research

22 November 2024 by Lourdes Ibáñez and others

Neurology

Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

21 November 2024 by Haolin Chen and others

Artificial Intelligence, Computation and Language

SpecTool: A Benchmark for Characterizing Errors in Tool-Use LLMs

20 November 2024 by Shirley Kokane and others

Software Engineering, Artificial Intelligence

PerfCodeGen: Improving Performance of LLM Generated Code with Execution Feedback

18 November 2024 by Yun Peng and others

Software Engineering, Artificial Intelligence

AIC MLLM: Autonomous Interactive Correction MLLM for Robust Robotic Manipulation

16 November 2024 by Chuyan Xiong and others

Robotics, Artificial Intelligence

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques

13 November 2024 by Jian Wang and others at

Northwestern University

Cryptography and Security

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

12 November 2024 by Fangyu Lei and others

Computation and Language, Artificial Intelligence

RLHF Workflow: From Reward Modeling to Online RLHF

12 November 2024 by Hanze Dong and others at

University of Illinois at Urbana-Champaign

Machine Learning, Artificial Intelligence

BLIP3-KALE: Knowledge Augmented Large-Scale Dense Captions

12 November 2024 by Anas Awadalla and others

Computer Vision and Pattern Recognition, Artificial Intelligence

GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation

11 November 2024 by Taha Aksu and others

Machine Learning

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

9 November 2024 by Jianguo Zhang and others

Artificial Intelligence, Computation and Language

PCCA variant rs16957301 is a novel AKI risk genotype-specific for patients who receive ICI treatment: Real-world evidence from All of Us cohort

9 November 2024 by Yuanhao Wang and others

Health Informatics

CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models

7 November 2024 by Jierui Li and others

Computation and Language

CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments

4 November 2024 by Kung-Hsiang Huang and others

Computation and Language, Artificial Intelligence

RAGViz: Diagnose and Visualize Retrieval-Augmented Generation

4 November 2024 by Tevin Wang and others

Computation and Language, Artificial Intelligence

JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking

31 October 2024 by Tong Niu and others

Computation and Language, Artificial Intelligence

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Quantum Physics Optics Bioinformatics Cryptography and Security Neuroscience Neurology Genetic and Genomic Medicine Infectious Diseases Pharmacology and Toxicology Developmental Biology Pharmacology and Therapeutics Genomics Nuclear Experiment Nuclear Theory