Yuvion VL: A Multimodal Foundation Model for Adversarial Content and AI Safety

Shikai Qiu, Xiaowen Xu, Benlei Cui +55

MARMOT: Masked Autoencoder for Modeling Transient Imaging

Siyuan Shen, Ziheng Wang, Xingyue Peng +4

Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025

Aneeq Zia, Max Berniker, Rogerio Garcia Nespolo +153

TransiT: Transient Transformer for Non-line-of-sight Videography

Ruiqian Li, Siyuan Shen, Suan Xia +7

A Forward Propagation Algorithm for Online Optimization of Nonlinear Stochastic Differential Equations

Ziheng Wang, Justin Sirignano

Cool-3D: An End-to-End Thermal-Aware Framework for Early-Phase Design Space Exploration of Microfluidic-Cooled 3DICs

Runxi Wang, Ziheng Wang, Ting Lin +3

Bringing Telepresence to Every Desk

Shengze Wang, Ziheng Wang, Ryan Schmelzle +4

Beyond Symmetric Fusion: Exploiting Task-Dependent Modality Strengths for RGB-Event Small Object Detection

Ziheng Wang, Chaolang Li, Yutong Yang +5

Periodic feature characterization in nanostructured surfaces and emulsions

André Guerra, Ziheng Wang, Samuel Mathews +2

SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference

Ziheng Wang

Synthetic Data Generation for Residential Load Patterns via Recurrent GAN and Ensemble Method

Xinyu Liang, Ziheng Wang, Hao Wang

LSA: A Long-Short-term Aspect Interest Transformer for Aspect-Based Recommendation

Le Liu, Junrui Liu, Yunhan Gao +2

Transferrable Operative Difficulty Assessment in Robot-assisted Teleoperation: A Domain Adaptation Approach

Ziheng Wang, Cong Feng, Jie Zhang +1

A method for detecting spatio-temporal correlation anomalies of WSN nodes based on topological information enhancement and time-frequency feature extraction

Miao Ye, Ziheng Wang, Qiuxiang Jiang +4

Coulomb Blockade in Angstrom-scale latent ion track channels

Yanbo Xie, Deli Shi, Wenhui Wang +1

Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things

Ziheng Wang, Pedro Reviriego, Farzad Niknia +3

SATR-DL: Improving Surgical Skill Assessment and Task Recognition in Robot-assisted Surgery with Deep Neural Networks

Ziheng Wang, Ann Majewicz Fey

Uncertainty-aware Self-supervised Learning for Cross-domain Technical Skill Assessment in Robot-assisted Surgery

Ziheng Wang, Andrea Mariani, Arianna Menciassi +2

DPA Load Balancer: Load balancing for Data Parallel Actor-based systems

Ziheng Wang, Atem Aguer, Amir Ziai

Global Convergence of the ODE Limit for Online Actor-Critic Algorithms in Reinforcement Learning

Ziheng Wang, Justin Sirignano

Solving the long-tailed distribution problem by exploiting the synergies and balance of different techniques

Ziheng Wang, Toni Lassila, Sharib Ali

Automatic Detection of Out-of-body Frames in Surgical Videos for Privacy Protection Using Self-supervised Learning and Minimal Labels

Ziheng Wang, Conor Perreault, Xi Liu +1

Accelerated CNN Training Through Gradient Approximation

Ziheng Wang, Sree Harsha Nelaturu

Minimizing Worst-Case Weighted Latency for Multi-Robot Persistent Monitoring: Theory and RL-Based Solutions

Weizhen Wang, Ziheng Wang, Jianping He +2

The paper proposes new tail-performance objectives for multi-robot persistent monitoring on weighted graphs and solves the resulting optimization via a reformulated Markov decision…

Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems

Pedro Reviriego, Ziheng Wang, Alvaro Alonso +4

SparseDNN: Fast Sparse Deep Learning Inference on CPUs

Ziheng Wang

CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection

Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma +46

Investigating the integrate and fire model as the limit of a random discharge model: a stochastic analysis perspective

Jian-Guo Liu, Ziheng Wang, Yantong Xie +2

MoCam: Unified Novel View Synthesis via Structured Denoising Dynamics

Haofeng Liu, Yang Zhou, Ziheng Wang +6

Compiling Halide Programs to Push-Memory Accelerators

Qiaoyi Liu, Dillon Huff, Jeff Setter +8

Continuous-time stochastic gradient descent for optimizing over the stationary distribution of stochastic differential equations

Ziheng Wang, Justin Sirignano

MoCha:End-to-End Video Character Replacement without Structural Guidance

Zhengbo Xu, Jie Ma, Ziheng Wang +3

Knowledge-Guided Synthetic Bug Feedback for LLM-Based Unit Test Generation

Ziheng Wang, Maike Li, Chen Zhi

The paper proposes a framework that converts historical bug mechanisms into synthetic bugs to guide large language models in generating more effective unit tests that can detect re…

Movie101v2: Improved Movie Narration Benchmark

Zihao Yue, Yepeng Zhang, Ziheng Wang +1

UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision

Ruiyan Han, Zhen Fang, XinYu Sun +9

An Efficient Sparse Inference Software Accelerator for Transformer-based Language Models on CPUs

Haihao Shen, Hengyu Meng, Bo Dong +9

Efficient Fault Tolerance for Pipelined Query Engines via Write-ahead Lineage

Ziheng Wang, Alex Aiken

Surgical Visual Understanding (SurgVU) Dataset

Aneeq Zia, Max Berniker, Rogerio Nespolo +8

Rigorous justification of the Fokker-Planck equations of neural networks based on an iteration perspective

Jian-guo Liu, Ziheng Wang, Yuan Zhang +1

Structured Pruning of Large Language Models

Ziheng Wang, Jeremy Wohlwend, Tao Lei

Movie101: A New Movie Understanding Benchmark

Zihao Yue, Qi Zhang, Anwen Hu +3

Dielectric Deposition Enhanced Crystallization in Atomic-Layer-Deposited Indium Oxide Transistors Achieving High Gated-Hall Mobility Exceeding 100 cm2/Vs at Room Temperature

Chen Wang, Kai Jiang, Jinxiu Zhao +4

A New Segment Routing method with Swap Node Selection Strategy Based on Deep Reinforcement Learning for Software Defined Network

Miao Ye, Jihao Zheng, Qiuxiang Jiang +3

Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge

Aneeq Zia, Kiran Bhattacharyya, Xi Liu +10

Are There High-Density Deep States in AtomicLayer-Deposited IGZO Thin Film?

Liankai Zheng, Lijuan Xing, Zhiyu Lin +9

Do Egocentric Video-Language Models Truly Understand Hand-Object Interactions?

Boshen Xu, Ziheng Wang, Yang Du +3

Energy-Efficient Stochastic Computing (SC) Neural Networks for Internet of Things Devices With Layer-Wise Adjustable Sequence Length (ASL)

Ziheng Wang, Pedro Reviriego, Farzad Niknia +4

Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge

Aneeq Zia, Kiran Bhattacharyya, Xi Liu +12

VecGlypher: Unified Vector Glyph Generation with Language Models

Xiaoke Huang, Bhavul Gauri, Kam Woh Ng +12

Yuvion LLM: An Adversarially-Aware Large Language Model for Content And AI Safety

Ting Ma, Xiufeng Huang, Benlei Cui +43

RED-Sphere: Hyperspherical Residual Edge Debiasing for Cross-Population Fundus Disease Domain Generalization

Yan Lin, Ziheng Wang, Shuang Chen +2

A Generative Restricted Boltzmann Machine Based Method for High-Dimensional Motion Data Modeling

Siqi Nie, Ziheng Wang, Qiang Ji

High-Mobility and High-Reliability Top-Gate Oxide Semiconductor Transistors by Oxygen Engineering

Kai Jiang, Zhiyu Lin, Ziheng Wang +2

EquiBench: Benchmarking Large Language Models' Reasoning about Program Semantics via Equivalence Checking

Anjiang Wei, Jiannan Cao, Ran Li +8

Edit As You Wish: Video Caption Editing with Multi-grained User Control

Linli Yao, Yuanmeng Zhang, Ziheng Wang +5

MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation

Ziheng Wang, Xinhe Li, Haruki Momma +1

Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery

Ziheng Wang, Ann Majewicz Fey

Investigating the integrate and fire model as the limit of a random discharge model: a stochastic analysis perspective

Jian-Guo Liu, Ziheng Wang, Yantong Xie +2

Weak Convergence Analysis of Online Neural Actor-Critic Algorithms

Samuel Chun-Hei Lam, Justin Sirignano, Ziheng Wang

Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline

Dingyi Yang, Chunru Zhan, Ziheng Wang +4

MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold

Yang Zhou, Ziheng Wang, Yuqin Lu +4

Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding

Ke Ma, Jiaqi Tang, Bin Guo +8

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding

Ye Wang, Ziheng Wang, Boshen Xu +14

A Hierarchical Probabilistic Model for Facial Feature Detection

Yue Wu, Ziheng Wang, Qiang Ji