Hongming Zhang
- Papers
- 29
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Authored papers
29LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling
arXiv 2026
WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model
arXiv 2025
R-Zero: Self-Evolving Reasoning LLM from Zero Data
arXiv 2025
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents
arXiv 2025
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
arXiv 2025
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
arXiv 2025
Don't Throw Away Your Pretrained Model
arXiv 2025
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
arXiv 2024
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
arXiv 2024
Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks
arXiv 2024
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
arXiv 2024
DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems
arXiv 2024
DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects
arXiv 2024
SePPO: Semi-Policy Preference Optimization for Diffusion Alignment
arXiv 2024
$\texttt{MixGR}$: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity
arXiv 2024
Abstraction-of-Thought Makes Language Models Better Reasoners
arXiv 2024
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?
arXiv 2024
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots
arXiv 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation
arXiv 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
arXiv 2023
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
arXiv 2023
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding
arXiv 2023
Dense X Retrieval: What Retrieval Granularity Should We Use?
arXiv 2023
LASER: LLM Agent with State-Space Exploration for Web Navigation
arXiv 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
TMLR
Rethinking with Retrieval: Faithful Large Language Model Inference
arXiv 2022
ROCK: Causal Inference Principles for Reasoning about Commonsense Causality
arXiv 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination
arXiv 2022
Multilingual and Multi-Aspect Hate Speech Analysis
multilingual-and-multi-aspect-hate-speech-1
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