La place de l’enseignement du droit français dans la modernisation chinoise

French civil law played an important role in China’s pursuit of modernity, primarily because many key actors were educated in French law schools and their projects of modernization were inspired by judicial practice or doctrine in the hexagon. This article offers a survey on the writings of four of these actors, namely Ma Jianzhong, Georges Padoux, Jean Escarra, and Wang Boqi, and discuss how they understood Chinese modernization through the lens of French law. Though all of them shared the idea that a well-designed civil code can serve the political purpose of creating a powerful modern state, their notions on the relation between modern law and traditional society distinguishes from each other. This finding shows that the formulation and elaboration of a modernizing project are contingent determined by the given historical contexts

Climate litigation in a ‘developmental state’: the case of China

Despite the absence of a framework climate law, China’s judiciary has expressed its determination to take climate change litigation seriously. This article argues that the Chinese approach to climate change litigation can be better understood within China’s climate governance paradigm. Primarily understanding climate change as a matter of development instead of a matter of environment or human rights, the Chinese government believes that mitigation and adaptation can only be achieved through a smarter development strategy. The state entrusts the power of making and implementing climate policy to the developmental and industrial departments of the executive branch, allowing them to use macroeconomic measures to transform the structure of energy and industry. If this paradigm persists, Chinese judges are unlikely to condemn carbon majors or require the adaptation of more ambitious climate goals. Instead, the judiciary will interpret statutory law or contracts in light of the state’s climate goals, with the hope of incentivizing industrial upgrades. Despite this approach’s apparent advantages of mainstreaming climate considerations, judges are facing the challenge of employing more sophisticated legal techniques and empirical expertise in respect of the energy system

The ecologization of the Chinese Civil Code

Although the emergence of sustainability development in civil law has triggered substantial discussion, scarce literature is available in English on the introduction of ecological norms to the newly promulgated Chinese Civil Code, which came into force at the beginning of 2021. This article intends to fill the gap by providing an overview of the structure and significance of the principles and rules designed to render the Civil Code more adaptable to the global urgency of sustainable development. The ecological principle added to the Civil Code is designed to promote public interests rather than individual liberty. Unlike other civil law principles, the ecological principle needs to be scientifically justified, which no longer depends only on judicial discretion. Regarded as a continuation of the movement for socialization, the ecological principle contributes to the global trend of questioning anthropocentrism in law and manifests itself in a new understanding of human activity. Ecologizing the Civil Code entails a methodological agenda that incorporates more pragmatic, coherent, and policy-oriented argumentation in judicial practice. Moreover, it entails an ontological agenda, still in formation, that urges us to recognize the inevitable connections between human and nonhuman worlds on the ontological side. Within the scope of this principle, the section of the Civil Code on property law imposes the duty to act in accordance with the necessity of resource conservation and environmental protection. It is also predictable that stricter limitations will be imposed on property rights, in the name of good neighborliness. State intervention by courts due to ecological considerations will become more frequent in contractual disputes. Finally, the Code introduces the notions of punitive liability and pure environmental harm, which diverge from the classical continental tradition of understanding civil liability. Despite the theoretical novelties, the question of to what extent civil adjudication can achieve a comprehensive ecological transformation still needs to be scrutinized.This research is funded by the Research Foundation — Flanders (File number 76473)

Different responsiveness to a high-fat/cholesterol diet in two inbred mice and underlying genetic factors: a whole genome microarray analysis

<p>Abstract</p> <p>Background</p> <p>To investigate different responses to a high-fat/cholesterol diet and uncover their underlying genetic factors between C57BL/6J (B6) and DBA/2J (D2) inbred mice.</p> <p>Methods</p> <p>B6 and D2 mice were fed a high-fat/cholesterol diet for a series of time-points. Serum and bile lipid profiles, bile acid yields, hepatic apoptosis, gallstones and atherosclerosis formation were measured. Furthermore, a whole genome microarray was performed to screen hepatic genes expression profile. Quantitative real-time PCR, western blot and TUNEL assay were conducted to validate microarray data.</p> <p>Results</p> <p>After fed the high-fat/cholesterol diet, serum and bile total cholesterol, serum cholesterol esters, HDL cholesterol and Non-HDL cholesterol levels were altered in B6 but not significantly changed in D2; meanwhile, biliary bile acid was decreased in B6 but increased in D2. At the same time, hepatic apoptosis, gallstones and atherosclerotic lesions occurred in B6 but not in D2. The hepatic microarray analysis revealed distinctly different genes expression patterns between B6 and D2 mice. Their functional pathway groups included lipid metabolism, oxidative stress, immune/inflammation response and apoptosis. Quantitative real time PCR, TUNEL assay and western-blot results were consistent with microarray analysis.</p> <p>Conclusion</p> <p>Different genes expression patterns between B6 and D2 mice might provide a genetic basis for their distinctive responses to a high-fat/cholesterol diet, and give us an opportunity to identify novel pharmaceutical targets in related diseases in the future.</p

Dynamic Belt and Road Initiative and the Global South’s approach to sustainability

When discussing China’s Belt and Road Initiative (BRI), mainstream scholarship adopts the narrative of grand strategy, which assumes the existence of a predetermined and top-down plan as well as China’s determination to implement it according to its interests and vision. This article, with its focus on sustainability, challenges this narrative and draws attention to the indeterminate features of the BRI. It proposes an alternative interpretation that considers the BRI as a dynamic field that facilitates the emergence of the Global South’s approach to international law. It argues that the countries of the Global South can be regrouped as a symbolic region by their proximity in the global distribution of economic and environmental goods, with its identity defined by common history with international law, and necessary solidarity in the pursuit of the cause of liberation. This article then compares the BRI with the previous projects of the Global South and identifies a vagueness of commitment, lack of coordination mechanism, and flexibility as their key features. Further substantialized by two case studies, it contends that the formulation of rules is determined by strategic interactions between States and different non-State actors in a given location according to local realities

Manifold-based Shapley for SAR Recognization Network Explanation

Explainable artificial intelligence (XAI) holds immense significance in enhancing the deep neural network's transparency and credibility, particularly in some risky and high-cost scenarios, like synthetic aperture radar (SAR). Shapley is a game-based explanation technique with robust mathematical foundations. However, Shapley assumes that model's features are independent, rendering Shapley explanation invalid for high dimensional models. This study introduces a manifold-based Shapley method by projecting high-dimensional features into low-dimensional manifold features and subsequently obtaining Fusion-Shap, which aims at (1) addressing the issue of erroneous explanations encountered by traditional Shap; (2) resolving the challenge of interpretability that traditional Shap faces in complex scenarios.Comment: 5 pages, 4 figure

VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network

Graph convolutional neural network (GCN) has drawn increasing attention and attained good performance in various computer vision tasks, however, there lacks a clear interpretation of GCN's inner mechanism. For standard convolutional neural networks (CNNs), class activation mapping (CAM) methods are commonly used to visualize the connection between CNN's decision and image region by generating a heatmap. Nonetheless, such heatmap usually exhibits semantic-chaos when these CAMs are applied to GCN directly. In this paper, we proposed a novel visualization method particularly applicable to GCN, Vertex Semantic Class Activation Mapping (VS-CAM). VS-CAM includes two independent pipelines to produce a set of semantic-probe maps and a semantic-base map, respectively. Semantic-probe maps are used to detect the semantic information from semantic-base map to aggregate a semantic-aware heatmap. Qualitative results show that VS-CAM can obtain heatmaps where the highlighted regions match the objects much more precisely than CNN-based CAM. The quantitative evaluation further demonstrates the superiority of VS-CAM.Comment: 10 pages, 10 figure

Positioning Using Visible Light Communications: A Perspective Arcs Approach

Visible light positioning (VLP) is an accurate indoor positioning technology that uses luminaires as transmitters. In particular, circular luminaires are a common source type for VLP, that are typically treated only as point sources for positioning, while ignoring their geometry characteristics. In this paper, the arc feature of the circular luminaire and the coordinate information obtained via visible light communication (VLC) are jointly used for VLC-enabled indoor positioning, and a novel perspective arcs approach is proposed. The proposed approach does not rely on any inertial measurement unit, and has no tilted angle limitations at the user. First, a VLC assisted perspective circle and arc algorithm (V-PCA) is proposed for a scenario in which a complete luminaire and an incomplete one can be captured by the user. Considering the cases in which parts of VLC links are blocked, an anti-occlusion VLC assisted perspective arcs algorithm (OA-V-PA) is proposed. Simulation results show that the proposed indoor positioning algorithm can achieve a 95th percentile positioning accuracy of around 10 cm. Moreover, an experimental prototype based on mobile phone is implemented, in which, a fused image processing method is proposed. Experimental results show that the average positioning accuracy is less than 5 cm