Eric P. Xing
- Papers
- 32
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Authored papers
32CocoaBench: Evaluating Unified Digital Agents in the Wild
arXiv 2026
CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
arXiv 2026
FIRE-Bench: Evaluating Agents on the Rediscovery of Scientific Insights
arXiv 2026
scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery
arXiv 2026
CellMaster: Collaborative Cell Type Annotation in Single-Cell Analysis
arXiv 2026
Mobile-O: Unified Multimodal Understanding and Generation on Mobile Device
arXiv 2026
Efficient Agentic Reasoning Through Self-Regulated Simulative Planning
arXiv 2026
lmgame-Bench: How Good are LLMs at Playing Games?
arXiv 2025
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
arXiv 2025
Log-Linear Attention
arXiv 2025
MegaMath: Pushing the Limits of Open Math Corpora
arXiv 2025
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
arXiv 2024
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs
arXiv 2024
Fast Matrix Multiplications for Lookup Table-Quantized LLMs
arXiv 2024
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models
arXiv 2024
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models
arXiv 2024
Pandora: Towards General World Model with Natural Language Actions and Video States
arXiv 2024
Crystal: Illuminating LLM Abilities on Language and Code
arXiv 2024
Cuttlefish: Low-Rank Model Training without All the Tuning
arXiv 2023
DISTFLASHATTN: Distributed Memory-efficient Attention for Long-context LLMs Training
arXiv 2023
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
arXiv 2023
LLM360: Towards Fully Transparent Open-Source LLMs
arXiv 2023
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
arXiv 2022
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models
arXiv 2022
MPCFormer: fast, performant and private Transformer inference with MPC
arXiv 2022
Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation
arXiv 2022
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning
Findings (ACL) 2021 8
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
EMNLP 2021 11
Towards Principled Disentanglement for Domain Generalization
CVPR 2022 1
Learning Robust Global Representations by Penalizing Local Predictive Power
learning-robust-global-representations-by
DAGs with NO TEARS: Continuous Optimization for Structure Learning
dags-with-no-tears-continuous-optimization-1
Rethinking Knowledge Graph Propagation for Zero-Shot Learning
rethinking-knowledge-graph-propagation-for-1
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