arXiv subjects

Tuo Li

Publications and source records attributed to Tuo Li.

8 recordsLinked to original sources

arXiv2026

Perturbative Deformation Mechanism of Metasurface

Metasurfaces enable precise manipulation of light-matter interactions, and meta-atom coupling and scaling dominates their resonant properties and functional responses. Conventionally, although theories such as CMT and CDT can explain many metasurface phenomena, a unified mechanism that reveals how the deformation of metasurface affect its performance remains lacking. Here, by combining transformation optics and spatial perturbation, we proposed a universal deformation mechanism of metasurface, which establishes a general physical picture. Based on this mechanism, we interpret the resonance frequency drift caused by coupling of the meta-atoms, clarify the tuning law of resonant frequency via geometric scaling of unit structures, and further demonstrate the anisotropic shift of grating resonant peak. Theoretical predictions show consistency with full-wave simulation results in all three scenarios. Given the broad applicability of the transformation optics and perturbation theory, the universal mechanism with intuitive physical picture should be widely existed in diverse fields including photonics crystals, Bragg fibers, two-dimensional materials and crystalline optical properties.

physics.optics↗

arXiv2025

Cross-Lingual Consistency: A Novel Inference Framework for Advancing Reasoning in Large Language Models

Chain-of-thought (CoT) has emerged as a critical mechanism for enhancing reasoning capabilities in large language models (LLMs), with self-consistency demonstrating notable promise in boosting performance. However, inherent linguistic biases in multilingual training corpora frequently cause semantic drift and logical inconsistencies, especially in sub-10B parameter LLMs handling complex inference tasks. To overcome these constraints, we propose the Cross-Lingual Consistency (CLC) framework, an innovative inference paradigm that integrates multilingual reasoning paths through majority voting to elevate LLMs' reasoning capabilities. Empirical evaluations on the CMATH dataset reveal CLC's superiority over the conventional self-consistency method, delivering 9.5%, 6.5%, and 6.0% absolute accuracy gains for DeepSeek-Math-7B-Instruct, Qwen2.5-Math-7B-Instruct, and Gemma2-9B-Instruct respectively. Expanding CLC's linguistic scope to 11 diverse languages implies two synergistic benefits: 1) neutralizing linguistic biases in multilingual training corpora through multilingual ensemble voting, 2) escaping monolingual reasoning traps by exploring the broader multilingual solution space. This dual benefits empirically enables more globally optimal reasoning paths compared to monolingual self-consistency baselines, as evidenced by the 4.1%-18.5% accuracy gains using Gemma2-9B-Instruct on the MGSM dataset.

cs.CL↗

arXiv2023

On the Performance Trade-off of Distributed Integrated Sensing and Communication Networks

In this letter, we analyze the performance trade-off in distributed integrated sensing and communication (ISAC) networks. Specifically, with the aid of stochastic geometry theory, we derive the probability of detection of that of the coverage given user number. Based on the analytical derivations, we provide a quantitative description of the performance limits and the performance trade-off between sensing and communication in a distributed ISAC network under the given transmit power and bandwidth budget. Extensive simulations are conducted and the numerical results validate the accuracy of our derivations.

cs.IT↗

arXiv2022

Fast Selective Flushing to Mitigate Contention-based Cache Timing Attacks

Caches are widely used to improve performance in modern processors. By carefully evicting cache lines and identifying cache hit/miss time, contention-based cache timing channel attacks can be orchestrated to leak information from the victim process. Existing hardware countermeasures explored cache partitioning and randomization, are either costly, not applicable for the L1 data cache, or are vulnerable to sophisticated attacks. Countermeasures using cache flush exist but are slow since all cache lines have to be evacuated during a cache flush. In this paper, we propose for the first time a hardware/software flush-based countermeasure, called fast selective flushing (FaSe). By utilizing an ISA extension (one flush instruction) and cache modification (additional state bits and control logic), FaSe selectively flushes cache lines and provides a mitigation method with a similar effect to existing methods using naive flushing methods. FaSe is implemented on RISC-V Rocket Core/Chip and evaluated on Xilinx FPGA running user programs and the Linux operating system. Our experimental results show that FaSe reduces time overhead significantly by 36% for user programs and 42% for the operating system compared to the methods with naive flushing, with less than 1% hardware overhead. Our security test shows FaSe is capable of mitigating target cache timing attacks.

cs.CR↗

arXiv2020

SIMF: Single-Instruction Multiple-Flush Mechanism for Processor Temporal Isolation

Microarchitectural timing attacks are a type of information leakage attack, which exploit the time-shared microarchitectural components, such as caches, translation look-aside buffers (TLBs), branch prediction unit (BPU), and speculative execution, in modern processors to leak critical information from a victim process or thread. To mitigate such attacks, the mechanism for flushing the on-core state is extensively used by operating-system-level solutions, since on-core state is too expensive to partition. In these systems, the flushing operations are implemented in software (using cache maintenance instructions), which severely limit the efficiency of timing attack protection. To bridge this gap, we propose specialized hardware support, a single-instruction multiple-flush (SIMF) mechanism to flush the core-level state, which consists of L1 caches, BPU, TLBs, and register file. We demonstrate SIMF by implementing it as an ISA extension, i.e., flushx instruction, in scalar in-order RISC-V processor. The resultant processor is prototyped on Xilinx ZCU102 FPGA and validated with state-of-art seL4 microkernel, Linux kernel in multi-core scenarios, and a cache timing attack. Our evaluation shows that SIMF significantly alleviates the overhead of flushing by more than a factor of two in execution time and reduces dynamic instruction count by orders-of-magnitude.

cs.CR↗

arXiv2017

A Spectrometer as Simple as a CCD Detector

Spectroscopy is the most fundamental instruments in almost every field of modern science. Conventional spectrometer is based on the dispersion elements such as various gratings. An alternative way is based on the filters such as interference filters, plasmonic nanoresonators, or quantum dots. However, for any of the above two spectrometers, the high-precision grating or the absorption filter should be elaborately designed and makes it expensive. Here, we propose a third spectrometer principle-pupil diffraction spectrometer (PDS). Since the high-precision grating and the elaborately designed absorption filter are abandoned, the whole structure of the PDS is just as simple as a CCD detector. Thus, compared with the above two spectrometer, the structure of the spectrometer is greatly simplified and the cost of the spectrometer is sharply reduced. In addition, the PDS can ensure the spectral range and resolution simultaneously due to the reconstruction its reconstruction algorithm. A series of simulation results are shown to demonstrate the feasibility of the PDS principle. Further, the effectiveness of the PDS principle in the noisy condition is also tested. Owing to this merits small size, light weight, and low cost, we expect the inventions of PDS has great application potential such as putting on the satellite to perform space exploration, and integrates to the smartphone to realize the detection pesticide residue in the food and clinical diagnose of the disease.

physics.ins-det↗

arXiv2017

Nonparametric Modeling of Face-Centered Cubic Metal Photocathodes

Face-centered cubic (FCC) is an important crystal structure, and there are ten elemental FCC metals (Al, Ag, Au, Ca, Cu, Pb, Pd, Pt, Rh, and Sr) that have this structure. Three of them could be used as photocathodes (Au, Rh, Pt, and Pd have very high work functions; Ca and Sr are very reactive). Au has high work function, but it is included for the sake of the completeness of noble metals' photoemission investigation. In this paper, we will apply the nonparametric photoemission model to investigate these four remaining FCC photocathodes; two noble metals (Cu and Au), two p-block metals (Al and Pb). Apart from the fact that the direct photoemission is dominant for most FCC photocathodes, photoemission from a surface state has also been observed for the (111)-face of noble metals. The optical properties of the (111) surface state will be extensively reviewed both experimentally and theoretically, and a surface state DFT evaluation will be performed to show that the photocathode generated hollow cone illumination (HCI) can be realized.

physics.acc-ph↗

arXiv2017

PbTe(111) Sub-Thermionic Photocathode: A Route to High-Quality Electron Pulses

The emission properties of PbTe(111) single crystal have been extensively investigated to demonstrate that PbTe(111) is a promising low root mean square transverse momentum ({\Delta}p$_T$) and high brightness photocathode. The density functional theory (DFT) based photoemission analysis successfully elucidates that the 'hole-like' {\Lambda}$^+_6$ energy band in the $L$ valley with low effective mass $m^*$ results in low {\Delta}p$_T$. Especially, as a 300K solid planar photocathode, Te-terminated PbTe(111) single crystal is expected to be a potential 50K electron source.

physics.acc-ph↗