University of Notre Dame DM2 Lab

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http://www.meng-jiang.com/lab.html

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AI & ML interests

We develop data-driven computational methods and intelligent systems to facilitate decision making.

Recent Activity

franciscoliu authored a paper about 1 month ago

MTMCS-Bench: Evaluating Contextual Safety of Multimodal Large Language Models in Multi-Turn Dialogues

ylu610 authored a paper about 2 months ago

Uncovering Cross-Objective Interference in Multi-Objective Alignment

ylu610 updated a Space about 2 months ago

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Papers

Uncovering Cross-Objective Interference in Multi-Objective Alignment

A Decentralized Retrieval Augmented Generation System with Source Reliabilities Secured on Blockchain

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DM2-ND 's Papers 30

Submitted by

Yining Lu

Uncovering Cross-Objective Interference in Multi-Objective Alignment

DM2-ND

University of Notre Dame DM2 Lab

Submitted by

Yining Lu

A Decentralized Retrieval Augmented Generation System with Source Reliabilities Secured on Blockchain

DM2-ND

University of Notre Dame DM2 Lab

Submitted by

Yining Lu

Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting

DM2-ND

University of Notre Dame DM2 Lab

Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

DM2-ND

University of Notre Dame DM2 Lab

MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems

DM2-ND

University of Notre Dame DM2 Lab

Submitted by

Gang Liu

Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning

DM2-ND

University of Notre Dame DM2 Lab

Submitted by

Wenhao Yu

LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks

DM2-ND

University of Notre Dame DM2 Lab

Submitted by

Gang Liu

Learning Molecular Representation in a Cell

DM2-ND

University of Notre Dame DM2 Lab

Submitted by

Zhihan Zhang

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning

DM2-ND

University of Notre Dame DM2 Lab

Describe-then-Reason: Improving Multimodal Mathematical Reasoning through Visual Comprehension Training

DM2-ND

University of Notre Dame DM2 Lab

Graph Diffusion Transformers for Multi-Conditional Molecular Generation

DM2-ND

University of Notre Dame DM2 Lab

Get an A in Math: Progressive Rectification Prompting

DM2-ND

University of Notre Dame DM2 Lab

Large Language Models on Graphs: A Comprehensive Survey

DM2-ND

University of Notre Dame DM2 Lab

PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning

DM2-ND

University of Notre Dame DM2 Lab

Submitted by

AK

Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models

DM2-ND

University of Notre Dame DM2 Lab

A Quantitative Review on Language Model Efficiency Research

DM2-ND

University of Notre Dame DM2 Lab

Pre-training Language Models for Comparative Reasoning

DM2-ND

University of Notre Dame DM2 Lab

Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions

DM2-ND

University of Notre Dame DM2 Lab

IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions

DM2-ND

University of Notre Dame DM2 Lab

Improving Language Models via Plug-and-Play Retrieval Feedback

DM2-ND

University of Notre Dame DM2 Lab

Large Language Models are Built-in Autoregressive Search Engines

DM2-ND

University of Notre Dame DM2 Lab

Retrieval Augmentation for Commonsense Reasoning: A Unified Approach

DM2-ND

University of Notre Dame DM2 Lab

A Unified Encoder-Decoder Framework with Entity Memory

DM2-ND

University of Notre Dame DM2 Lab

Generate rather than Retrieve: Large Language Models are Strong Context Generators

DM2-ND

University of Notre Dame DM2 Lab

Enhancing Automated Software Traceability by Transfer Learning from Open-World Data

DM2-ND

University of Notre Dame DM2 Lab

A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods

DM2-ND

University of Notre Dame DM2 Lab

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts

DM2-ND

University of Notre Dame DM2 Lab

Traceability Transformed: Generating more Accurate Links with Pre-Trained BERT Models

DM2-ND

University of Notre Dame DM2 Lab

A Survey of Knowledge-Enhanced Text Generation

DM2-ND

University of Notre Dame DM2 Lab

Learning Attribute-Structure Co-Evolutions in Dynamic Graphs

DM2-ND

University of Notre Dame DM2 Lab