Publications (57)
DALex: Lexicase-like Selection via Diverse Aggregation
Andrew Ni, Li Ding, Lee Spector
Efficient Reasoning with Balanced Thinking
Yulin Li, Tengyao Tu, Li Ding +5
TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation
Li Ding, Chenliang Xu
High-Density Horizontal Arrays of Single-Chirality Carbon Nanotubes
Yanzhao Liu, Zilong Qiu, Yuguang Chen +18
QiMeng-MuPa: Mutual-Supervised Learning for Sequential-to-Parallel Code Translation
Changxin Ke, Rui Zhang, Shuo Wang +11
Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation
Hao Jiang, Cheng Jin, Huangjing Lin +15
Efficient Halftoning via Deep Reinforcement Learning
Haitian Jiang, Dongliang Xiong, Xiaowen Jiang +3
Particularity
Lee Spector, Li Ding, Ryan Boldi
Probabilistic Lexicase Selection
Li Ding, Edward Pantridge, Lee Spector
Operational Research: Methods and Applications
Fotios Petropoulos, Gilbert Laporte, Emel Aktas +79
DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization
Chao Chen, Xinhao Liu, Yiming Li +2
Evolving Neural Selection with Adaptive Regularization
Li Ding, Lee Spector
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
NVIDIA, :, Aakshita Chandiramani +544
Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
NVIDIA, :, Aaron Blakeman +311
Self-Supervised Place Recognition by Refining Temporal and Featural Pseudo Labels from Panoramic Data
Chao Chen, Zegang Cheng, Xinhao Liu +4
Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection
Siyuan Li, Xi Lin, Guangyan Li +5
Objectives Are All You Need: Solving Deceptive Problems Without Explicit Diversity Maintenance
Ryan Boldi, Li Ding, Lee Spector
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild
Li Ding, Jack Terwilliger, Aishni Parab +4
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions
Lex Fridman, Li Ding, Benedikt Jenik +1
The new charged gauge boson and the subprocess at and colliders
Chong-Xing Yue, Li Ding, Wei Ma
Pareto-Optimal Learning from Preferences with Hidden Context
Ryan Bahlous-Boldi, Li Ding, Lee Spector +1
MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction with Automation
Lex Fridman, Daniel E. Brown, Michael Glazer +15
Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization
Li Ding, Jenny Zhang, Jeff Clune +2
Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection
Yongwei Wang, Xin Ding, Li Ding +2
Halftoning with Multi-Agent Deep Reinforcement Learning
Haitian Jiang, Dongliang Xiong, Xiaowen Jiang +3
Gemma 4 Technical Report
Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320
Delving into Deep Image Prior for Adversarial Defense: A Novel Reconstruction-based Defense Framework
Li Ding, Yongwei Wang, Xin Ding +4
A High-Precision Frequency Locking Method Based on All-Phase FFT Demonstrated on a Crystal Oscillator with Rubidium Clock Reference
Qibin Zheng, Kang Xu, Jiacheng Yang +4
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment
Li Ding, Chenliang Xu
A Novel Deep Learning Pipeline for Retinal Vessel Detection in Fluorescein Angiography
Li Ding, Mohammad H. Bawany, Ajay E. Kuriyan +3
Lexicase Selection at Scale
Li Ding, Ryan Boldi, Thomas Helmuth +1
Unlocking Biological Workflows for Robust Protein-Text Question Answering: A Dual-Dimensional RAG Framework
Li Ding, Duanyu Feng, Chen Huang +4
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation
Li Ding, Masrour Zoghi, Guy Tennenholtz +1
Evolutionary Quantum Architecture Search for Parametrized Quantum Circuits
Li Ding, Lee Spector
Production of the neutral top-pion in association with a high- jet at the
Shi-Hai Zhu, Chong-Xing Yue, Wei Liu +1
Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence
NVIDIA, :, Amala Sanjay Deshmukh +204
DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds
Li Ding, Chen Feng
MARCA: Mamba Accelerator with ReConfigurable Architecture
Jinhao Li, Shan Huang, Jiaming Xu +4
Fast-Powerformer: A Memory-Efficient Transformer for Accurate Mid-Term Wind Power Forecasting
Mingyi Zhu, Zhaoxin Li, Qiao Lin +1
Associated production of the scalars and new gauge bosons from a little Higgs model at the LHC
Chong-Xing Yue, Nan Zhang, Li Ding +1
Deep Reinforcement Learning-Based Decision-Making Strategy Considering User Satisfaction Feedback in Demand Response Program
Xin Li, Li Ding, Qiao Lin +1
Photon-induced production of the mirror quarks from the model at the
Chong-Xing Yue, Jin-Yan Liu, Li Ding +2
Object as Distribution
Li Ding, Lex Fridman
Optimizing Neural Networks with Gradient Lexicase Selection
Li Ding, Lee Spector
Production of mirror fermions via and collisions in the littlest Higgs model with T-parity
Chong-Xing Yue, Li Ding, Jin-Yan Liu
QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization
Changxin Ke, Rui Zhang, Jiaming Guo +10
OmniCellTOSG: The First Cell Text-Omic Signaling Graphs Dataset for Graph Language Foundation Modeling
Heming Zhang, Tim Xu, Dekang Cao +22
Heterogeneous Parallelism for Multimodal Large Language Model Training
Yashaswi Karnati, Kamran Jafari, Akash Mehra +10
Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective
Jinhao Li, Jiaming Xu, Shan Huang +9
Value of Temporal Dynamics Information in Driving Scene Segmentation
Li Ding, Jack Terwilliger, Rini Sherony +2
Self Healing Interconnects with a Near Plastically Stretchable Heal
Amit Kumar, Virendra Parab, Arindan Handu +2
NVIDIA Nemotron 3: Efficient and Open Intelligence
NVIDIA, :, Aaron Blakeman +356
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
NVIDIA, :, Aaron Blakeman +571
Advancing Edge Classification through High-Dimensional Causal Modeling of Node-Edge Interplay
Duanyu Feng, Li Ding, Hongru Liang +1
Nonparaxiality-triggered Landau-Zener transition in topological photonic waveguides
An Xie, Shaodong Zhou, Kelei Xi +6
Deep Weakly Supervised Positioning
Ruoyu Wang, Xuchu Xu, Li Ding +2
Top quark chromomagnetic dipole moment in the littlest Higgs model with T-parity
Li Ding, Chong-Xing Yue