Publications (63)
UNA: A Unified Supervised Framework for Efficient LLM Alignment Across Feedback Types
Zhichao Wang, Bin Bi, Can Huang +7
Coalitions in nonatomic network congestion games
Cheng Wan
Advances in Temporal Point Processes: Bayesian, Neural, and LLM Approaches
Feng Zhou, Quyu Kong, Jie Qiao +3
PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection
Yusu Qian, Cheng Wan, Chao Jia +3
MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation
Yongan Zhang, Zhongzhi Yu, Yonggan Fu +2
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results
Yaqi Wu, Zhihao Fan, Xiaofeng Chu +46
Strategic decentralization in binary choice composite congestion games
Cheng Wan
Nonsmooth Aggregative Games with Coupling Constraints and Infinitely Many Classes of Players
Paulin Jacquot, Cheng Wan
RITA: A Real-time Interactive Talking Avatars Framework
Wuxinlin Cheng, Cheng Wan, Yupeng Cao +1
Improved learning rates in multi-unit uniform price auctions
Marius Potfer, Dorian Baudry, Hugo Richard +2
Finite composite games: Equilibria and dynamics
Sylvain Sorin, Cheng Wan
Gaussian Blending Unit: An Edge GPU Plug-in for Real-Time Gaussian-Based Rendering in AR/VR
Zhifan Ye, Yonggan Fu, Jingqun Zhang +8
BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling
Cheng Wan, Youjie Li, Ang Li +2
Approximate Nash equilibria in large nonconvex aggregative games
Kang Liu, Nadia Oudjane, Cheng Wan
Learning to Bid in FCR Markets: A Best-of-Both-Worlds Approach
Marius Potfer, Cheng Wan, Pierre Gruet
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks
Yonggan Fu, Haichuan Yang, Jiayi Yuan +5
Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling
Chaojian Li, Zhifan Ye, Massimiliano Lupo Pasini +4
Computation and implementation of an optimal mean field control for smart charging
Adrien Seguret, Cheng Wan, Clémence Alasseur
Efficient Estimation of Equilibria in Large Aggregative Games with Coupling Constraints
Paulin Jacquot, Cheng Wan, Olivier Beaude +1
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
Bin Ren, Yawei Li, Nancy Mehta +129
NTIRE 2024 Challenge on Image Super-Resolution (x4): Methods and Results
Zheng Chen, Zongwei Wu, Eduard Zamfir +85
3D-Carbon: An Analytical Carbon Modeling Tool for 3D and 2.5D Integrated Circuits
Yujie Zhao, Yang Zhao, Cheng Wan +1
Anatomically Guided Latent Diffusion for Brain MRI Progression Modeling
Cheng Wan, Bahram Jafrasteh, Ehsan Adeli +2
Instant-3D: Instant Neural Radiance Field Training Towards On-Device AR/VR 3D Reconstruction
Sixu Li, Chaojian Li, Wenbo Zhu +6
Sensor-Based Estimation of Dim Light Melatonin Onset (DLMO) Using Features of Two Time Scales
Cheng Wan, Andrew W. McHill, Elizabeth Klerman +1
Efficient Estimation of Equilibria of Large Congestion Games with Heterogeneous Players
Cheng Wan, Paulin Jacquot, Olivier Beaude +1
Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning
Chenjun Li, Cheng Wan, Laurin Lux +4
Efficient Temporal Point Processes via Monotone Alternating Splines
Cheng Wan, Quyu Kong, Feng Zhou
i-FlatCam: A 253 FPS, 91.49 J/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR
Yang Zhao, Ziyun Li, Yonggan Fu +9
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey
Marcos V. Conde, Florin-Alexandru Vasluianu, Radu Timofte +32
NaLA: A 3D Native LLM Layout Agent for High-quality 3D Scene Generation
Cheng Wan, Yongsen Mao, Wenzheng Wu +7
KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry
Micky C Nnamdi, Wenqi Shi, Cheng Wan +4
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
Bin Ren, Hang Guo, Lei Sun +143
Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?
Yonggan Fu, Shunyao Zhang, Shang Wu +2
Review of Inference-Time Scaling Strategies: Reasoning, Search and RAG
Zhichao Wang, Cheng Wan, Dong Nie
Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI
Zishen Wan, Che-Kai Liu, Hanchen Yang +7
Your Simulation Runs but Solves the Wrong Physics: PDE-Grounded Intent Verification for LLM-Generated Multiphysics Simulation Code
Zhenghan Song, Yulong Liu, Cheng Wan +4
WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs
Bahram Jafrasteh, Wei Peng, Cheng Wan +3
Composite charging games in networks of electric vehicles
Olivier Beaude, Cheng Wan, Samson Lasaulce
Peer-to-Peer Electricity Market Analysis: From Variational to Generalized Nash Equilibrium
Hélène Le Cadre, Paulin Jacquot, Cheng Wan +1
Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture
Zishen Wan, Che-Kai Liu, Hanchen Yang +13
A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting
Cheng Wan, Chenjie Xie, Longfei Liu +2
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models
Yonggan Fu, Yongan Zhang, Zhongzhi Yu +5
PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication
Cheng Wan, Youjie Li, Cameron R. Wolfe +3
Unifying Active Learning and Semi-Supervised Learning for Medical Image Segmentation
Bahram Jafrasteh, Cheng Wan, Heejong Kim +2
Nonatomic Aggregative Games with Infinitely Many Types
Paulin Jacquot, Cheng Wan
Large-scale nonconvex optimization: randomization, gap estimation, and numerical resolution
J. Frédéric Bonnans, Kang Liu, Nadia Oudjane +2
Comeback kids: an evolutionary approach of the long-run innovation process
Shidong Wang, Renaud Foucart, Cheng Wan
Routing Game on Parallel Networks: the Convergence of Atomic to Nonatomic
Paulin Jacquot, Cheng Wan
Swift Parameter-free Attention Network for Efficient Super-Resolution
Cheng Wan, Hongyuan Yu, Zhiqi Li +5
MixGCN: Scalable GCN Training by Mixture of Parallelism and Mixture of Accelerators
Cheng Wan, Runkai Tao, Zheng Du +2
A privacy-preserving distributed computational approach for distributed locational marginal prices
Olivier Bilenne, Paulin Jacquot, Nadia Oudjane +3
Twisting of 2D kagomé sheets in layered intermetallics
Mekhola Sinha, Hector K. Vivanco, Cheng Wan +11
Electric field modulated topological magnetoelectric effect in BiSe
Mintu Mondal, Dipanjan Chaudhuri, Maryam Salehi +11
Surviving Partial Rank Failures in Wide Expert-Parallel MoE Inference
Xun Sun, Shaoyuan Chen, Pingchuan Ma +18
MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text
Chenjun Li, Cheng Wan, Johannes C. Paetzold
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey
Marcos V. Conde, Zhijun Lei, Wen Li +72
e-G2C: A 0.14-to-8.31 J/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM
Yang Zhao, Yongan Zhang, Yonggan Fu +10
EyeCoD: Eye Tracking System Acceleration via FlatCam-based Algorithm & Accelerator Co-Design
Haoran You, Cheng Wan, Yang Zhao +11
Incommensurate magnetism near quantum criticality in CeNiAsO
Shan Wu, W. A. Phelan, L. Liu +14
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan +7
veScale: Consistent and Efficient Tensor Programming with Eager-Mode SPMD
Youjie Li, Cheng Wan, Zhiqi Lin +10
HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation
Hongyuan Yu, Cheng Wan, Xiyang Dai +6