Publications (57)
Association between author metadata and acceptance: A feature-rich, matched observational study of a corpus of ICLR submissions between 2017-2022
Chang Chen, Jiayao Zhang, Dan Roth +2
The stabilizer ground state and applications to quantum simulation
Yuping Mao, Chang Chen, Jiaxing Feng +2
Simple Hierarchical Planning with Diffusion
Chang Chen, Fei Deng, Kenji Kawaguchi +2
Some remarks on compositeness of
Chang Chen, Ce Meng, Zhiguang Xiao +1
Matching with multiple criteria and its application to health disparities research
Chang Chen, Zhiyu Qian, Bo Zhang
Camera Trace Erasing
Chang Chen, Zhiwei Xiong, Xiaoming Liu +1
SmoothAgent: Efficient Long-Horizon LLM-Based Agent Serving with Lookahead Context Engineering
Zaifeng Pan, Qianxu Wang, Zhengding Hu +5
Practical Power System Inertia Monitoring Based on Pumped Storage Hydropower Operation Signature
Hongyu Li, Chang Chen, Mark Baldwin +4
All Languages Matter: On the Multilingual Safety of Large Language Models
Wenxuan Wang, Zhaopeng Tu, Chang Chen +4
TransDreamer: Reinforcement Learning with Transformer World Models
Chang Chen, Yi-Fu Wu, Jaesik Yoon +1
The peak could be a molecular state
Ye Lu, Chang Chen, Kai-Ge Kang +2
LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation
Jiacheng Li, Chang Chen, Fenglong Song +2
ROOTS: Object-Centric Representation and Rendering of 3D Scenes
Chang Chen, Fei Deng, Sungjin Ahn
Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget
Guoxuan Chen, Chufeng Xiao, Haoran Yang +30
Boogu-Image-0.1 is an open-source multimodal model family that supports high-quality text-to-image generation, fast inference, instruction-based image editing, and bilingual (Chine…
Signage-Aware Exploration in Open World using Venue Maps
Chang Chen, Liang Lu, Lei Yang +4
DARF: Depth-Aware Generalizable Neural Radiance Field
Yue Shi, Dingyi Rong, Chang Chen +3
Undressing Confining Flux Tubes with
Chang Chen, Peter Conkey, Sergei Dubovsky +1
Identifying Sensitive Weights via Post-quantization Integral
Yuezhou Hu, Weiyu Huang, Zichen Liang +4
An adaptive block Bregman proximal gradient method for computing stationary states of multicomponent phase-field crystal model
Chenglong Bao, Chang Chen, Kai Jiang
SampleAttention: Near-Lossless Acceleration of Long Context LLM Inference with Adaptive Structured Sparse Attention
Qianchao Zhu, Jiangfei Duan, Chang Chen +6
PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer
Chang Chen, Junyeob Baek, Fei Deng +3
Advanced Deep Networks for 3D Mitochondria Instance Segmentation
Mingxing Li, Chang Chen, Xiaoyu Liu +3
Camera Lens Super-Resolution
Chang Chen, Zhiwei Xiong, Xinmei Tian +2
Removing Interlopers From Intensity Mapping Probes Of Primordial Non-Gaussianity
Chang Chen, Anthony R. Pullen
Computational Spectral Imaging with Unified Encoding Model: A Comparative Study and Beyond
Xinyuan Liu, Lizhi Wang, Lingen Li +4
A discussion on the anomalous threshold enhancement of -- couplings and peak
Ye Lu, Chang Chen, Guang-you Qin +1
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation
Haobin Tan, Chang Chen, Xinyu Luo +4
JigsawRL: Assembling RL Pipelines for Efficient LLM Post-Training
Zhengding Hu, Hehua Ouyang, Chang Chen +6
Multi-period Mean-Buffered Probability of Exceedance in Defined Contribution Portfolio Optimization
Duy-Minh Dang, Chang Chen
Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers
Chang Chen, Jiaming Zhang, Kailun Yang +2
Retinal Vessel Segmentation with Pixel-wise Adaptive Filters
Mingxing Li, Shenglong Zhou, Chang Chen +3
FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration
Zhengding Hu, Mingge Lu, Zhen Wang +8
Validating Multimedia Content Moderation Software via Semantic Fusion
Wenxuan Wang, Jingyuan Huang, Chang Chen +5
Local solid-state modification of nanopore surface charges
Ronald Kox, Stella Deheryan, Chang Chen +3
Extendable Planning via Multiscale Diffusion
Chang Chen, Hany Hamed, Doojin Baek +4
On Lowest Lying Octet Baryons
Chang Chen, Wen-Qi Niu, Han-Qing Zheng
Scalable Miniature On-chip Fourier Transform Spectrometer For Raman Spectroscopy
Sarp Kerman, Xiao Luo, Zuoqin Ding +6
Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence
Hongyuan Wang, Lizhi Wang, Jiang Xu +4
Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation
Ruikang Xu, Mingde Yao, Chang Chen +2
Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables
Jiacheng Li, Chang Chen, Zhen Cheng +1
Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study
Jiancheng Yang, Mingze Gao, Kaiming Kuang +4
Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach
Zhen Cheng, Tao Wang, Yong Li +3
Identifying Hadronic Molecular States with a Neural Network
Chang Chen, Hao Chen, Wen-Qi Niu +1
Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation
Jen-tse Huang, Chang Chen, Shiyang Lai +3
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers
Xuanlei Zhao, Shenggan Cheng, Chang Chen +4
Zeppelin: Balancing Variable-length Workloads in Data Parallel Large Model Training
Chang Chen, Tiancheng Chen, Jiangfei Duan +7
Novel Balanced Single/Dual-band Bandpass Filters Based on Circular Patch Resonator
Qiao Zhang, Chang Chen, Weidong Chen +2
TA-MoE: Topology-Aware Large Scale Mixture-of-Expert Training
Chang Chen, Min Li, Zhihua Wu +2
Memory Reviver: Supporting Photo-Collection Reminiscence for People with Visual Impairment via a Proactive Chatbot
Shuchang Xu, Chang Chen, Zichen Liu +4
SCALE: Self-Correcting Visual Navigation for Mobile Robots via Anti-Novelty Estimation
Chang Chen, Yuecheng Liu, Yuzheng Zhuang +3
RhythmTA: A Visual-Aided Interactive System for ESL Rhythm Training via Dubbing Practice
Chang Chen, Sicheng Song, Shuchang Xu +3
Queueing Analysis of a Large-Scale Bike Sharing System through Mean-Field Theory
Quan-Lin Li, Chang Chen, Rui-Na Fan +2
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software
Wenxuan Wang, Jingyuan Huang, Jen-tse Huang +4
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
Marcos V. Conde, Radu Timofte, Yibin Huang +40
Achieving Human Parity on Automatic Chinese to English News Translation
Hany Hassan, Anthony Aue, Chang Chen +21
Convergence of Neural Network Policies for Risk--Reward Optimization
Chang Chen, Duy-Minh Dang
Learning the Evolution of the Universe in N-body Simulations
Chang Chen, Yin Li, Francisco Villaescusa-Navarro +2