papers

Publications (57)

stat.AP2022

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

quant-ph2026

The stabilizer ground state and applications to quantum simulation

Yuping Mao, Chang Chen, Jiaxing Feng +2

cs.LG2024

Simple Hierarchical Planning with Diffusion

Chang Chen, Fei Deng, Kenji Kawaguchi +2

hep-ph2024

Some remarks on compositeness of

Chang Chen, Ce Meng, Zhiguang Xiao +1

stat.AP2023

Matching with multiple criteria and its application to health disparities research

Chang Chen, Zhiyu Qian, Bo Zhang

eess.IV2020

Camera Trace Erasing

Chang Chen, Zhiwei Xiong, Xiaoming Liu +1

cs.DC2026

SmoothAgent: Efficient Long-Horizon LLM-Based Agent Serving with Lookahead Context Engineering

Zaifeng Pan, Qianxu Wang, Zhengding Hu +5

eess.SY2024

Practical Power System Inertia Monitoring Based on Pumped Storage Hydropower Operation Signature

Hongyu Li, Chang Chen, Mark Baldwin +4

cs.CL2024

All Languages Matter: On the Multilingual Safety of Large Language Models

Wenxuan Wang, Zhaopeng Tu, Chang Chen +4

cs.LG2024

TransDreamer: Reinforcement Learning with Transformer World Models

Chang Chen, Yi-Fu Wu, Jaesik Yoon +1

hep-ph2023

The peak could be a molecular state

Ye Lu, Chang Chen, Kai-Ge Kang +2

cs.CV2024

LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation

Jiacheng Li, Chang Chen, Fenglong Song +2

cs.LG2021

ROOTS: Object-Centric Representation and Rendering of 3D Scenes

Chang Chen, Fei Deng, Sungjin Ahn

cs.CV2026

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…

#text-to-image generation#multimodal understanding#image editing#bilingual rendering
cs.RO2025

Signage-Aware Exploration in Open World using Venue Maps

Chang Chen, Liang Lu, Lei Yang +4

cs.CV2025

DARF: Depth-Aware Generalizable Neural Radiance Field

Yue Shi, Dingyi Rong, Chang Chen +3

hep-th2018

Undressing Confining Flux Tubes with

Chang Chen, Peter Conkey, Sergei Dubovsky +1

cs.LG2025

Identifying Sensitive Weights via Post-quantization Integral

Yuezhou Hu, Weiyu Huang, Zichen Liang +4

math.NA2021

An adaptive block Bregman proximal gradient method for computing stationary states of multicomponent phase-field crystal model

Chenglong Bao, Chang Chen, Kai Jiang

cs.CL2025

SampleAttention: Near-Lossless Acceleration of Long Context LLM Inference with Adaptive Structured Sparse Attention

Qianchao Zhu, Jiangfei Duan, Chang Chen +6

cs.LG2024

PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer

Chang Chen, Junyeob Baek, Fei Deng +3

cs.CV2022

Advanced Deep Networks for 3D Mitochondria Instance Segmentation

Mingxing Li, Chang Chen, Xiaoyu Liu +3

cs.CV2019

Camera Lens Super-Resolution

Chang Chen, Zhiwei Xiong, Xinmei Tian +2

astro-ph.CO2021

Removing Interlopers From Intensity Mapping Probes Of Primordial Non-Gaussianity

Chang Chen, Anthony R. Pullen

eess.IV2023

Computational Spectral Imaging with Unified Encoding Model: A Comparative Study and Beyond

Xinyuan Liu, Lizhi Wang, Lingen Li +4

hep-ph2023

A discussion on the anomalous threshold enhancement of -- couplings and peak

Ye Lu, Chang Chen, Guang-you Qin +1

cs.CV2021

Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation

Haobin Tan, Chang Chen, Xinyu Luo +4

cs.LG2026

JigsawRL: Assembling RL Pipelines for Efficient LLM Post-Training

Zhengding Hu, Hehua Ouyang, Chang Chen +6

q-fin.PM2026

Multi-period Mean-Buffered Probability of Exceedance in Defined Contribution Portfolio Optimization

Duy-Minh Dang, Chang Chen

cs.CV2022

Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers

Chang Chen, Jiaming Zhang, Kailun Yang +2

eess.IV2022

Retinal Vessel Segmentation with Pixel-wise Adaptive Filters

Mingxing Li, Shenglong Zhou, Chang Chen +3

cs.LG2026

FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration

Zhengding Hu, Mingge Lu, Zhen Wang +8

cs.SE2023

Validating Multimedia Content Moderation Software via Semantic Fusion

Wenxuan Wang, Jingyuan Huang, Chang Chen +5

physics.bio-ph2012

Local solid-state modification of nanopore surface charges

Ronald Kox, Stella Deheryan, Chang Chen +3

cs.LG2025

Extendable Planning via Multiscale Diffusion

Chang Chen, Hany Hamed, Doojin Baek +4

hep-ph2022

On Lowest Lying Octet Baryons

Chang Chen, Wen-Qi Niu, Han-Qing Zheng

physics.optics2024

Scalable Miniature On-chip Fourier Transform Spectrometer For Raman Spectroscopy

Sarp Kerman, Xiao Luo, Zuoqin Ding +6

eess.IV2024

Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence

Hongyuan Wang, Lizhi Wang, Jiang Xu +4

cs.CV2022

Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation

Ruikang Xu, Mingde Yao, Chang Chen +2

cs.CV2023

Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables

Jiacheng Li, Chang Chen, Zhen Cheng +1

eess.IV2020

Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study

Jiancheng Yang, Mingze Gao, Kaiming Kuang +4

cs.CV2022

Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach

Zhen Cheng, Tao Wang, Yong Li +3

hep-ph2023

Identifying Hadronic Molecular States with a Neural Network

Chang Chen, Hao Chen, Wen-Qi Niu +1

cs.CL2026

Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation

Jen-tse Huang, Chang Chen, Shiyang Lai +3

cs.DC2025

DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers

Xuanlei Zhao, Shenggan Cheng, Chang Chen +4

cs.DC2025

Zeppelin: Balancing Variable-length Workloads in Data Parallel Large Model Training

Chang Chen, Tiancheng Chen, Jiangfei Duan +7

eess.SY2019

Novel Balanced Single/Dual-band Bandpass Filters Based on Circular Patch Resonator

Qiao Zhang, Chang Chen, Weidong Chen +2

cs.LG2023

TA-MoE: Topology-Aware Large Scale Mixture-of-Expert Training

Chang Chen, Min Li, Zhihua Wu +2

cs.HC2025

Memory Reviver: Supporting Photo-Collection Reminiscence for People with Visual Impairment via a Proactive Chatbot

Shuchang Xu, Chang Chen, Zichen Liu +4

cs.RO2024

SCALE: Self-Correcting Visual Navigation for Mobile Robots via Anti-Novelty Estimation

Chang Chen, Yuecheng Liu, Yuzheng Zhuang +3

cs.HC2025

RhythmTA: A Visual-Aided Interactive System for ESL Rhythm Training via Dubbing Practice

Chang Chen, Sicheng Song, Shuchang Xu +3

math.PR2016

Queueing Analysis of a Large-Scale Bike Sharing System through Mean-Field Theory

Quan-Lin Li, Chang Chen, Rui-Na Fan +2

cs.SE2023

An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software

Wenxuan Wang, Jingyuan Huang, Jen-tse Huang +4

eess.IV2022

Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report

Marcos V. Conde, Radu Timofte, Yibin Huang +40

cs.CL2018

Achieving Human Parity on Automatic Chinese to English News Translation

Hany Hassan, Anthony Aue, Chang Chen +21

q-fin.CP2026

Convergence of Neural Network Policies for Risk--Reward Optimization

Chang Chen, Duy-Minh Dang

astro-ph.CO2020

Learning the Evolution of the Universe in N-body Simulations

Chang Chen, Yin Li, Francisco Villaescusa-Navarro +2