Publications (33)
DiffMimic: Efficient Motion Mimicking with Differentiable Physics
Jiawei Ren, Cunjun Yu, Siwei Chen +3
Enhancing the MILP/MIQCP-based Automatic Search for Differential-Linear Distinguishers of Simon-Like Ciphers
Siwei Chen, Zejun Xiang, Xiangyong Zeng +1
Contrastive Variational Reinforcement Learning for Complex Observations
Xiao Ma, Siwei Chen, David Hsu +1
Purified Two-Relaxation-Time Lattice Boltzmann Method: Removing Ghost Modes from TRT for Enhanced Stability
Yuan Yu, Yaolong Yu, Yuting Zhou +3
LLM-State: Open World State Representation for Long-horizon Task Planning with Large Language Model
Siwei Chen, Anxing Xiao, David Hsu
WHALES: A Multi-Agent Scheduling Dataset for Enhanced Cooperation in Autonomous Driving
Yinsong Wang, Siwei Chen, Ziyi Song +1
Technical Report for Argoverse Challenges on 4D Occupancy Forecasting
Pengfei Zheng, Kanokphan Lertniphonphan, Feng Chen +4
Technical Report for Argoverse Challenges on Unified Sensor-based Detection, Tracking, and Forecasting
Zhepeng Wang, Feng Chen, Kanokphan Lertniphonphan +6
Quantum Sampling Architecture for Protein Structure Reconstruction on Utility-Scale Hardware
Yuqi Zhang, Bo Fang, Yuxin Yang +6
Magnetic Switching in Monolayer 2D Diluted Magnetic Semiconductors via Spin-to- Spin Conversion
Siwei Chen, Zitao Tang, Mengqi Fang +10
QLPO: Quadrant-weighted Sampling for Length-aware Policy Optimization
Siwei Chen, Siqi Chen, Xupeng Miao +1
Enhancing Deep Learning-Based Rotational-XOR Attacks on Lightweight Block Ciphers Simon32/64 and Simeck32/64
Chengcai Liu, Siwei Chen, Zejun Xiang +2
Critical Current Survival in YBCO Superconducting Layer of the Delaminated Coated Conductor
Feng Feng, Qishu Fu, Timing Qu +8
Conditionally Whitened Generative Models for Probabilistic Time Series Forecasting
Yanfeng Yang, Siwei Chen, Pingping Hu +6
Differentiable Particles for General-Purpose Deformable Object Manipulation
Siwei Chen, Yiqing Xu, Cunjun Yu +2
Effects of Cr content on ion-irradiation hardening of FeCrAl ODS ferritic steels with 9 wt\% Al
Zhexian Zhang, Siwei Chen, Kiyohiro Yabuuchi
Two-relaxation-time regularized lattice Boltzmann model for Navier-Stokes equations
Yuan Yu, Zuojian Qin, Siwei Chen +2
A Hybrid Quantum-AI Framework for Protein Structure Prediction on NISQ Devices
Yuqi Zhang, Yuxin Yang, Feixiong Chen +7
DARTS: Distribution-Aware Active Rollout Trajectory Shaping for Accelerating LLM Reinforcement Learning
Yujie Wang, Siwei Chen, Longzan Luo +4
DISPROTBENCH: Uncovering the Functional Limits of Protein Structure Prediction Models in Intrinsically Disordered Regions
Xinyue Zeng, Tuo Wang, Adithya Kulkarni +6
Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge
Yaqi Zhao, Yuanyang Yin, Lin Li +7
DinerDash Gym: A Benchmark for Policy Learning in High-Dimensional Action Space
Siwei Chen, Xiao Ma, David Hsu
An improved lattice Boltzmann method with a novel conservative boundary scheme for viscoelastic fluid flows
Yuan Yu, Siwei Chen, Lei Wang +2
Emergent Topological Hall Effect in Fe-doped Monolayer WSe2
Mengqi Fang, Siwei Chen, Chunli Tang +7
Cryptanalysis of Gleeok-128
Siwei Chen, Peipei Xie, Shengyuan Xu +3
Imitation Learning via Differentiable Physics
Siwei Chen, Xiao Ma, Zhongwen Xu
Improving Layer-wise Adaptive Rate Methods using Trust Ratio Clipping
Jeffrey Fong, Siwei Chen, Kaiqi Chen
Do Graph Diffusion Models Accurately Capture and Generate Substructure Distributions?
Xiyuan Wang, Yewei Liu, Lexi Pang +2
New axioms for top trading cycles
Siwei Chen, Yajing Chen, Chia-Ling Hsu
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…
From Precise to Random: A Systematic Differential Fault Analysis of the Lightweight Block Cipher Lilliput
Peipei Xie, Siwei Chen, Zejun Xiang +2
DaXBench: Benchmarking Deformable Object Manipulation with Differentiable Physics
Siwei Chen, Yiqing Xu, Cunjun Yu +4
Ab Initio Particle-based Object Manipulation
Siwei Chen, Xiao Ma, Yunfan Lu +1