papers

Publications (33)

cs.CV2023

DiffMimic: Efficient Motion Mimicking with Differentiable Physics

Jiawei Ren, Cunjun Yu, Siwei Chen +3

cs.CR2024

Enhancing the MILP/MIQCP-based Automatic Search for Differential-Linear Distinguishers of Simon-Like Ciphers

Siwei Chen, Zejun Xiang, Xiangyong Zeng +1

cs.LG2020

Contrastive Variational Reinforcement Learning for Complex Observations

Xiao Ma, Siwei Chen, David Hsu +1

physics.flu-dyn2026

Purified Two-Relaxation-Time Lattice Boltzmann Method: Removing Ghost Modes from TRT for Enhanced Stability

Yuan Yu, Yaolong Yu, Yuting Zhou +3

cs.RO2024

LLM-State: Open World State Representation for Long-horizon Task Planning with Large Language Model

Siwei Chen, Anxing Xiao, David Hsu

cs.CV2025

WHALES: A Multi-Agent Scheduling Dataset for Enhanced Cooperation in Autonomous Driving

Yinsong Wang, Siwei Chen, Ziyi Song +1

cs.CV2023

Technical Report for Argoverse Challenges on 4D Occupancy Forecasting

Pengfei Zheng, Kanokphan Lertniphonphan, Feng Chen +4

cs.CV2023

Technical Report for Argoverse Challenges on Unified Sensor-based Detection, Tracking, and Forecasting

Zhepeng Wang, Feng Chen, Kanokphan Lertniphonphan +6

cs.ET2026

Quantum Sampling Architecture for Protein Structure Reconstruction on Utility-Scale Hardware

Yuqi Zhang, Bo Fang, Yuxin Yang +6

cond-mat.mes-hall2024

Magnetic Switching in Monolayer 2D Diluted Magnetic Semiconductors via Spin-to- Spin Conversion

Siwei Chen, Zitao Tang, Mengqi Fang +10

cs.AI2026

QLPO: Quadrant-weighted Sampling for Length-aware Policy Optimization

Siwei Chen, Siqi Chen, Xupeng Miao +1

cs.CR2025

Enhancing Deep Learning-Based Rotational-XOR Attacks on Lightweight Block Ciphers Simon32/64 and Simeck32/64

Chengcai Liu, Siwei Chen, Zejun Xiang +2

cond-mat.supr-con2016

Critical Current Survival in YBCO Superconducting Layer of the Delaminated Coated Conductor

Feng Feng, Qishu Fu, Timing Qu +8

stat.ML2026

Conditionally Whitened Generative Models for Probabilistic Time Series Forecasting

Yanfeng Yang, Siwei Chen, Pingping Hu +6

cs.RO2024

Differentiable Particles for General-Purpose Deformable Object Manipulation

Siwei Chen, Yiqing Xu, Cunjun Yu +2

cond-mat.mtrl-sci2023

Effects of Cr content on ion-irradiation hardening of FeCrAl ODS ferritic steels with 9 wt\% Al

Zhexian Zhang, Siwei Chen, Kiyohiro Yabuuchi

physics.flu-dyn2024

Two-relaxation-time regularized lattice Boltzmann model for Navier-Stokes equations

Yuan Yu, Zuojian Qin, Siwei Chen +2

cs.ET2025

A Hybrid Quantum-AI Framework for Protein Structure Prediction on NISQ Devices

Yuqi Zhang, Yuxin Yang, Feixiong Chen +7

cs.LG2026

DARTS: Distribution-Aware Active Rollout Trajectory Shaping for Accelerating LLM Reinforcement Learning

Yujie Wang, Siwei Chen, Longzan Luo +4

q-bio.BM2026

DISPROTBENCH: Uncovering the Functional Limits of Protein Structure Prediction Models in Intrinsically Disordered Regions

Xinyue Zeng, Tuo Wang, Adithya Kulkarni +6

cs.CV2024

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge

Yaqi Zhao, Yuanyang Yin, Lin Li +7

cs.LG2020

DinerDash Gym: A Benchmark for Policy Learning in High-Dimensional Action Space

Siwei Chen, Xiao Ma, David Hsu

physics.flu-dyn2025

An improved lattice Boltzmann method with a novel conservative boundary scheme for viscoelastic fluid flows

Yuan Yu, Siwei Chen, Lei Wang +2

physics.atom-ph2024

Emergent Topological Hall Effect in Fe-doped Monolayer WSe2

Mengqi Fang, Siwei Chen, Chunli Tang +7

cs.CR2025

Cryptanalysis of Gleeok-128

Siwei Chen, Peipei Xie, Shengyuan Xu +3

cs.LG2022

Imitation Learning via Differentiable Physics

Siwei Chen, Xiao Ma, Zhongwen Xu

cs.LG2020

Improving Layer-wise Adaptive Rate Methods using Trust Ratio Clipping

Jeffrey Fong, Siwei Chen, Kaiqi Chen

cs.LG2025

Do Graph Diffusion Models Accurately Capture and Generate Substructure Distributions?

Xiyuan Wang, Yewei Liu, Lexi Pang +2

econ.TH2021

New axioms for top trading cycles

Siwei Chen, Yajing Chen, Chia-Ling Hsu

physics.optics2026

Multi-mode fiber enabled multi-wavelength optical trapping and dynamic manipulation

Yikun Shen, Chuangye Zhang, Yuquan Zhang +7

The paper presents an optical tweezer system that uses a multi‑mode fiber equipped with a micro‑lens to achieve stable, multi‑wavelength trapping and dynamic manipulation of cells…

#multi-mode fiber#optical tweezers#micro-lens integration#multi-wavelength trapping
cs.CR2026

From Precise to Random: A Systematic Differential Fault Analysis of the Lightweight Block Cipher Lilliput

Peipei Xie, Siwei Chen, Zejun Xiang +2

cs.RO2023

DaXBench: Benchmarking Deformable Object Manipulation with Differentiable Physics

Siwei Chen, Yiqing Xu, Cunjun Yu +4

cs.RO2021

Ab Initio Particle-based Object Manipulation

Siwei Chen, Xiao Ma, Yunfan Lu +1