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Meng Jiang — most-cited papers & profile · AI Agents
← authors
·
overview
Meng Jiang
18
papers ·
217
citations ·
39
h-index
Allen Institute for Brain Science · Language Science (South Korea)
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Semantic Scholar ↗
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Most-cited papers
Graph Rationalization with Environment-based Augmentations
2022 · 127 citations
TrustLLM: Trustworthiness in Large Language Models
2024 · 53 citations
Instructing Large Language Models To Identify And Ignore Irrelevant Conditions
2024 · 8 citations
Open Polymer Challenge: Post-Competition Report
2025 · 2 citations
POINT$^2$: A Polymer Informatics Training and Testing Database
2025 · 1 citations
TOWER: Tree Organized Weighting For Evaluating Complex Instructions
2024 · 1 citations
Benchmarking Language Model Creativity: A Case Study on Code Generation
2024 · 1 citations
AutoRubric: Rubric-Based Generative Rewards for Faithful Multimodal Reasoning
2025
POPI: Personalizing LLMs via Optimized Natural Language Preference Inference
2025
Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards
2025
Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting
2025
Composing Policy Gradients and Prompt Optimization for Language Model Programs
2025
IHEval: Evaluating Language Models on Following the Instruction Hierarchy
2025
Learning Repetition-Invariant Representations for Polymer Informatics
2025
Few-Shot Graph Learning for Molecular Property Prediction
2021
Topics
Evaluation
Chemistry
Materials
In-Context Learning
Safety & Alignment
Model-Based RL
RLHF & Alignment
Code Generation
Software Engineering
Code Models