Publications (42)
Justified Fairness in House Allocation Problems: two Characterizations of Strategy-proof Mechanisms
Di Feng, Jacob Coreno
A Profit-Maximizing Strategy of Network Resource Management for 5G Tenant Slices
Bin Han, Di Feng, Lianghai Ji +1
MM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling Agents
Kaixin Ma, Di Feng, Alexander Metz +3
The paper introduces MM-ToolSandBox, a benchmark and evaluation framework for visually grounded tool-calling agents that handle multi-image, multi-turn tasks across hundreds of too…
PLawBench: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
Yuzhen Shi, Huanghai Liu, Yiran Hu +27
Impatient Queuing for Intelligent Task Offloading in Multi-Access Edge Computing
Bin Han, Vincenzo Sciancalepore, Yihua Xu +2
A Markov Model of Slice Admission Control
Bin Han, Di Feng, Hans D. Schotten
Priors are Powerful: Improving a Transformer for Multi-camera 3D Detection with 2D Priors
Di Feng, Francesco Ferroni
Where can I drive? A System Approach: Deep Ego Corridor Estimation for Robust Automated Driving
Thomas Michalke, Di Feng, Claudius Gläser +1
A Utility-Driven Multi-Queue Admission Control Solution for Network Slicing
Bin Han, Vincenzo Sciancalepore, Di Feng +2
Labels Are Not Perfect: Improving Probabilistic Object Detection via Label Uncertainty
Di Feng, Lars Rosenbaum, Fabian Timm +1
Apple Intelligence Foundation Language Models: Tech Report 2025
Ethan Li, Anders Boesen Lindbo Larsen, Chen Zhang +395
Quotation-Based Data Retention Mechanism for Data Privacy in LLM-Empowered Network Services
Bin Han, Di Feng, Zexin Fang +2
SO-Bench: A Structural Output Evaluation of Multimodal LLMs
Di Feng, Kaixin Ma, Feng Nan +9
Informational Size in School Choice
Di Feng, Yun Liu
FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View
Jiawei Hou, Xiaoyan Li, Wenhao Guan +5
Revisiting Multi-modal 3D Semantic Segmentation in Real-world Autonomous Driving
Feng Jiang, Chaoping Tu, Gang Zhang +5
Towards Safe Autonomous Driving: Capture Uncertainty in the Deep Neural Network For Lidar 3D Vehicle Detection
Di Feng, Lars Rosenbaum, Klaus Dietmayer
Understanding the Domain Gap in LiDAR Object Detection Networks
Jasmine Richter, Florian Faion, Di Feng +3
LCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class Taxonomies
Jia Shi, Gautam Gare, Jinjin Tian +6
The Price of Ignorance: Information-Free Quotation for Data Retention in Machine Unlearning
Bin Han, Di Feng, Zexin Fang +2
Multiservice-based Network Slicing Orchestration with Impatient Tenants
Bin Han, Vincenzo Sciancalepore, Xavier Costa-Perez +2
A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding
Di Feng, Yiyang Zhou, Chenfeng Xu +2
LNN-Fly: Continuous-Time UAV Navigation for Robust Obstacle Avoidance under Timing Mismatch
Yulin Huang, Shaojie Chen, Di Feng +3
Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents
Zhen Yang, Zi-Yi Dou, Di Feng +13
Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving
Di Feng, Yifan Cao, Lars Rosenbaum +2
Incentivizing User Data Contributions for LLM Improvement under Withdrawal Rights
Di Feng, Chenhao Zhang, Zhanzhan Zhao
On fairness of multi-center allocation problems
Yao Cheng, Di Feng
Efficiency in Multiple-Type Housing Markets
Di Feng
A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving
Di Feng, Ali Harakeh, Steven Waslander +1
Rational Impatience Admission Control in 5G-sliced Networks: Shall I Bide my Slice Opportunity?
Bin Han, Di Feng, Vincenzo Sciancalepore +1
Inferring Spatial Uncertainty in Object Detection
Zining Wang, Di Feng, Yiyang Zhou +5
DeepFusion: A Robust and Modular 3D Object Detector for Lidars, Cameras and Radars
Florian Drews, Di Feng, Florian Faion +3
Leveraging Heteroscedastic Aleatoric Uncertainties for Robust Real-Time LiDAR 3D Object Detection
Di Feng, Lars Rosenbaum, Fabian Timm +1
Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving
Di Feng, Lars Rosenbaum, Claudius Glaeser +2
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges
Di Feng, Christian Haase-Schütz, Lars Rosenbaum +5
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms
Zhangheng Li, Keen You, Haotian Zhang +7
Axioms for Top Trading Cycles in Multi-Object Reallocation
Jacob Coreno, Di Feng
Plasmonic-photonic crystal coupled nanolaser
Taiping Zhang, Segolene Callard, Cecile Jamois +3
On the Asymptotic Performance of Affirmative Actions in School Choice
Di Feng, Yun Liu
Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection
Di Feng, Zining Wang, Yiyang Zhou +5
Deep Active Learning for Efficient Training of a LiDAR 3D Object Detector
Di Feng, Xiao Wei, Lars Rosenbaum +2
Leveraging Robotic Prior Tactile Exploratory Action Experiences For Learning New Objects's Physical Properties
Di Feng