Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels

Junjie Ye, Yuming Yang, Yang Nan +7

Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition

Yuming Yang, Wantong Zhao, Caishuang Huang +11

Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs

Shuo Li, Tao Ji, Xiaoran Fan +10

CFVBench: A Comprehensive Video Benchmark for Fine-grained Multimodal Retrieval-Augmented Generation

Kaiwen Wei, Xiao Liu, Jie Zhang +11

Enabling End-To-End Machine Learning Replicability: A Case Study in Educational Data Mining

Josh Gardner, Yuming Yang, Ryan Baker +1

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment

Yuming Yang, Mingyoung Lai, Wanxu Zhao +13

Lung-R1: A Knowledge Graph-Guided LLM for Pulmonary Diagnostic Reasoning

Haoyang Zeng, Yuanxi Fu, Rongzhen Li +11

Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations

Shuo Li, Jiajun Sun, Guodong Zheng +10

SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance

Caishuang Huang, Wanxu Zhao, Rui Zheng +11

Detecting and Diagnosing Energy Issues for Mobile Applications

Xueliang Li, Yuming Yang, Yepang liu +2

Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric

Yuming Yang, Yang Nan, Junjie Ye +8

Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation Framework

Yuming Yang, Jiang Zhong, Li Jin +7

From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation

KaiWen Wei, Kejun He, Xiaomian Kang +7

60 Data Points are Sufficient to Fine-Tune LLMs for Question-Answering

Junjie Ye, Yuming Yang, Qi Zhang +5

Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation

Yi Lu, Wanxu Zhao, Xin Zhou +9

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters

Yuming Yang, Xiao Sun, Yuanwei Zou +6

Latent Distribution Decoupling: A Probabilistic Framework for Uncertainty-Aware Multimodal Emotion Recognition

Jingwang Huang, Jiang Zhong, Qin Lei +5

FARS: A Fully Automated Research System Deployed at Scale

Qiong Tang, Tianxiang Sun, Xiangkun Hu +54

FARS is an AI-driven system that autonomously creates research projects, runs experiments, and writes full AI/ML papers across many topics, and its output was evaluated through str…

Machine-assisted writing evaluation: Exploring pre-trained language models in analyzing argumentative moves

Wenjuan Qin, Weiran Wang, Yuming Yang +1

Pre-Trained Policy Discriminators are General Reward Models

Shihan Dou, Shichun Liu, Yuming Yang +19

The Role of Entropy in Visual Grounding: Analysis and Optimization

Shuo Li, Jiajun Sun, Zhihao Zhang +10

MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis

Xiao Sun, Yuming Yang, Junnan Zhu +3

Multi-Programming Language Sandbox for LLMs

Shihan Dou, Jiazheng Zhang, Jianxiang Zang +25

Blind Deconvolution for Color Images Using Normalized Quaternion Kernels

Yuming Yang, Michael K. Ng, Zhigang Jia +1

AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments

Zhiheng Xi, Dingwen Yang, Jiaqi Liu +21

From Reconstruction to Decision: A Post-Encoder Plug-in Adapter for Curvilinear Segmentation

Qin Lei, Jiang Zhong, Xin Xiao +2

Intern-S1: A Scientific Multimodal Foundation Model

Lei Bai, Zhongrui Cai, Yuhang Cao +173

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs

Kaiwen Wei, Jinpeng Gao, Jiang Zhong +3

TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use

Junjie Ye, Yilong Wu, Sixian Li +9