广州夜生活论坛

Pan Gongsheng took over Guo Shuqing as the party secretary of the central bank.

On July 1st, the People’s Bank of China held a meeting of leading cadres. The responsible comrades of the Organization Department of the Central Committee announced the central decision: Comrade Pan Gongsheng was appointed Party Secretary of the People’s Bank of China, and Comrade Guo Shuqing was removed from the post of Party Secretary of the People’s Bank of China and Comrade Yi Gang was removed from the post of Deputy Secretary of the Party Committee of the People’s Bank of China.

Qu Dongyu was re-elected as Director-General of FAO.

On July 2, local time, at the 43rd session of the Ministerial Conference of the Food and Agriculture Organization of the United Nations (FAO) held in Rome, Italy, the current Director-General Qu Dongyu was re-elected as the next Director-General of the organization for a term of four years. Qu Dongyu was elected for the first time in June 2019. He is the first China Director-General of FAO, and his new term will officially begin on August 1 this year. (CCTV News)

The largest ultra-high voltage power transmission and transformation project across the river in China was put into operation

The reporter learned from State Grid Jiangsu Electric Power Co., Ltd. that the largest ultra-high voltage power transmission and transformation project across the Yangtze River in China — — The 500 kV power transmission and transformation project from Fengcheng, Taizhou to Meili, Wuxi was officially put into operation on July 2nd. It is estimated that the maximum annual power transmission can exceed 26 billion kWh, which is equivalent to the annual power consumption of a medium-sized city, and will provide a strong guarantee for the power supply in the Yangtze River Delta region. (Xinhua News Agency)

The first research report on financial media of market-oriented institutions was released

"Walking with Reform and Opening-up" held on July 2nd — — At the 2023 Financial Media Development Forum, Zhang Taofu, Dean of School of Journalism, Fudan University, presided over and released the Research Report on the Development of Financial Media in Market-oriented Institutions since the New Century, which took seven financial media units in market-oriented institutions as the research object and combed the development and evolution of financial media in market-oriented institutions over the past 20 years.

Several big banks cut interest rates on US dollar deposits.

Recently, after commercial banks successively lowered the interest rate of RMB deposits, major domestic banks such as Bank of China lowered the interest rate of US dollar deposits. The reporter learned that this is an active adjustment made by the bank after considering its own business strategy, changes in market supply and demand and other factors, which is conducive to alleviating the problem of "upside down" of domestic dollar deposit and loan interest rates. In addition, depositors who participate in dollar deposits also face exchange risks, exchange rate fluctuations or offset the benefits brought by deposit spreads.

National Climate Center: The number of high temperature days this year is the highest in the same period since 1961.

According to the National Climate Center on July 2, this year, the number of high temperature days in China is the highest in the same period since 1961. There are four regional high temperature processes in China, which have the characteristics of early appearance, wide influence and remarkable extremes. (Beijing Daily)

The Central Finger Research Institute: In June, the average sales price of new residential buildings in Baicheng fell from the previous month.

According to the report of the Central Finger Research Institute, according to the survey data of 100 cities’ new and second-hand residential sales markets and 50 cities’ rental markets in China’s real estate index system, in June 2023, the average price of new residential buildings in 100 cities was 16,179 yuan/square meter, down 0.01% from the previous month, which was the same as last month. The year-on-year decline expanded to 0.16%. (Interface)

China women’s basketball team beat Japan.,Win the Asian Cup again after 12 years.

In the final of the 2023 Asian Women’s Basketball Cup held on July 2, local time, China defeated the defending champion Japanese team and won the championship again after 12 years. (Xinhua News Agency)

Beijing Advertising Association: Do a good job of risk control for China mainland male singer Cai Moumou.

On the evening of July 1st, the star endorsement standard committee of Beijing Advertising Association issued a risk warning about the lyric fermentation of China mainland male singer Cai Moumou, saying that recently, the incident of China mainland male singer Cai Moumou gradually fermented, and the incident has a tendency of further speculation and expansion. Please ask relevant brands, performing arts agencies and MCN agencies to control the risks of China mainland male singer Cai Moumou.

Henan classified and graded acquisition of damaged wheat: the highest 1.2 yuan per kilogram of sprouted wheat is not exceeded.

The government of Henan Province issued a policy, adopting a combination of policy acquisition and market acquisition, and implementing policy-based acquisition and classified acquisition of damaged wheat. It is understood that a considerable part of the damaged wheat has sprouted, but the food safety index does not exceed the standard. For this kind of sprouted wheat that does not exceed the standard, the government departments have introduced the purchase guidance price, which is one yuan per catty, and the highest purchase price is 1.2 yuan per catty. (CCTV News)

Some students’ information was illegally obtained. China Renmin University: It is cooperating with the police to conduct an investigation.

On July 2nd, @ China Renmin University Weibo issued a briefing: On July 1st, the school paid close attention to the illegal acquisition of some students’ information, and immediately contacted the police. At present, it is actively cooperating with the police and other relevant departments to carry out investigations. The school strongly condemns acts that infringe on personal privacy and endanger information security. Thank you for your concern for the school. ???

Riots broke out in France for five consecutive days.,7,000 policemen and gendarmes were deployed to Paris.

As the incident of police shooting teenagers continues to ferment, riots have occurred in France for five consecutive days. According to the data released by the French Ministry of the Interior on the morning of July 2, local time, from the night of July 1 to the early morning of July 2, 719 people were arrested, 45 policemen and gendarmes were injured in the riots, 871 fires broke out on public roads, and 577 cars and 74 buildings were burned. (CCTV News)

Foreign media: French riots spread to Switzerland

According to Sputnik news agency & radio’s report on July 2nd, French newspaper 20 Minutes quoted police sources as saying that there was a night riot in Lausanne on July 1st, and seven people were arrested, six of whom were minors. (World Wide Web)

The Ministry of Foreign Affairs reminds French citizens in China to strengthen security precautions.

On July 2, the Consular Department of the Ministry of Foreign Affairs issued a reminder. Recently, riots have continued in many places in France. During a tour of China, the window of the bus was smashed, causing many minor injuries. The Consulate General in Marseille launched the emergency mechanism for consular protection at the first time, and reminded everyone to pay attention to safety and strengthen prevention. At present, tourists have left France for home. (CCTV News)

Zelensky: Since Wagner participated in the Russian-Ukrainian conflict, 21,000 members have been wiped out by the Ukrainian army.

According to a report by Ukrainian Pravda and TSN News Network on July 1st, Ukrainian President Zelensky said in an interview with Spanish newspaper Le Monde that since the Russian private military group Wagner participated in the Russian-Ukrainian conflict, the Ukrainian army has eliminated 21,000 Wagner members, and another 8,000 Wagner members were injured. In addition, CNN also reported the above news. However, he said that Zelensky’s statement could not be independently verified. (World Wide Web)

Former Serbian President milan milutinovic passed away.

On July 2, local time, Serbian First Deputy Prime Minister and Foreign Minister and Socialist Party Chairman Dacic announced through social media that former Serbian President milan milutinovic had passed away at the age of 81. (CCTV News)

Dutch king apologizes for Dutch colonial history.

On July 1, local time, King William Alexander of the Netherlands officially apologized for the colonial history and participation in the slave trade in Dutch history, and called it a "crime against humanity". (China News Network)

US Customs intercepted fentanyl worth over $2.5 million.

On July 2, local time, it was reported in The Hill that the US Customs and Border Protection intercepted a batch of narcotic analgesic fentanyl worth more than $2.5 million at a port of entry in California. It is reported that there are 900,000 fentanyl in this batch, which was found on a vehicle from Mexico. (CCTV News)

The shooting incident in Baltimore, Maryland, USA has caused 2 deaths and 28 injuries.

According to CNN and Associated Press, a large-scale shooting incident occurred at a party in a block of Baltimore, Maryland, USA in the early morning of July 2, local time. Baltimore police said that the incident has caused two deaths and 28 injuries. (CCTV News)

Some staff of the Russian Embassy in Romania left the country at the request of Romania.

According to the news from the Russian Embassy in Romania quoted by the Tass news agency, 40 staff members of the Russian Embassy in Romania, together with about 80 family members, left Romania on July 1 due to Romania’s request for Russia to reduce the number of diplomatic staff in Romania. (CCTV News)

The report card of the new force of making cars was released in June.

On July 1st, the new domestic car manufacturers announced the delivery volume in June. LI’s monthly delivery volume continues to maintain a large leading edge, and for the first time, it has achieved a monthly delivery of 30,000 vehicles; New car companies such as Weilai, Xpeng Motors, and Zero Run continue to pick up.

Huawei responded to AITO’s question to set up a joint working group on sales and service: it has nothing to do with the right to speak.

A few days ago, AITO Media released an "internal letter to all partners", saying that Cyrus and Huawei jointly decided to set up the "AITO Media Sales and Service Joint Working Group", which will be fully responsible for the end-to-end closed-loop management of marketing, sales, delivery, services, channels and other businesses from July 1. This move was interpreted by the outside world as Huawei’s further strengthening of the right to speak on the trademarks of the media. In response, the relevant person in charge of Huawei responded that the establishment of a working group has nothing to do with the right to speak of both parties (Securities Times)

Tesla’s two flagship models cut prices, netizens ridiculeEquivalent to "Lamborghini 5 yuan Voucher"

On July 1, Tesla announced that users can enjoy preferential benefits ranging from 35,000 yuan to 45,000 yuan by purchasing existing cars of the new Model S and Model X models. But in fact, the price reduction ratio of the two models is less than 5%. Because of this, some users on the Internet ridiculed that Tesla’s price reduction is equivalent to "Lamborghini 5 yuan vouchers".

Musk said Twitter will limit the number of tweets users can read.

Musk said on July 1 local time that in order to prevent "extreme level" data capture and system manipulation, verified accounts are limited to reading 6,000 tweets per day, unverified accounts are limited to 600 tweets per day, and unverified new accounts are limited to 300 tweets per day. Subsequently, Musk increased the number of tweets that can be browsed: 10,000 tweets, 1,000 tweets and 500 tweets can be browsed for three forms of accounts. (Interface)

Brokers released gold stocks in July: these stocks were strongly supported and optimistic about big technology, military industry and other sectors

this weekMore than 100 billion yuan market value restricted shares lifted

Wind data shows that the number of restricted A shares listed this week totaled 24.4052 billion shares. Based on the closing price on June 30, the market value of lifting the ban was about 126.044 billion yuan. According to the closing price on June 30, the top three market values of lifting the ban are: Agricultural Bank of China (70.4576 billion yuan), Tianshan Aluminum (13.7538 billion yuan) and Obi Zhongguang (6.1725 billion yuan).

basis9 new shares were issued online on Monday.

Among them, Xinyi Electronics, Haofan Bio, Saiwei Times and Haosheng Electronics were released on July 3rd. On July 4th, Inventec, Pangu Intelligent and Huitong New Materials were released. On July 6, it was released by Echo Optoelectronics; On July 7 th, it was released by Jingzhida.

In response to the question of the times, more than ten mainstream financial media in Shanghai talked about it.

The impact of technology, the change of environment, the change of communication mode and business model have brought new challenges to the development of financial media. More than a dozen market-oriented mainstream financial media gathered in Shanghai to discuss how to respond to these times.

Everyone is crazy about AIGC, like the Internet bubble in 2000?

In the first half of this year, various funds rushed into AIGC: concept stocks rose rapidly and start-up projects blossomed everywhere … … All these are reminiscent of the Internet bubble crisis in the Millennium. Taking history as a mirror, some analysts began to warn of risks.

From 1 billion tons to 10GW: the transformation practice of a coal city in Northeast China

Coal city, because of coal prosperity, but not necessarily because of coal exhaustion. Jixi mining area can be dug for more than 100 years according to the existing resource reserves and coal production capacity. However, compared with other coal cities, Jixi first embarked on a higher-quality leap-forward development road.

【1five:00】— — Chief strategy: Can A-shares be promoted first and then suppressed in the first half of the year?

【1seven:00】— — Pre-recording of science and technology | How to know innovative drugs?

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As a high-end sub-brand of SAIC Motor, Zhiji Automobile has not lacked attention and enthusiasm since its birth. However, at this stage, its brand among consumers has not been formally established, and its sales volume can’t compare with the new car-making forces such as Weilai, Tucki and Ideality.

Recently, some media pointed out that although the past sales volume did not affect Zhiji Automobile’s sales forecast for this year, its order data was suspected of flooding.

It is reported that SAIC Zhiji Automobile sold only 5,000 vehicles in 2022, but co-CEO Tamia Liu set a sales forecast of 45,000 vehicles in 2023, which was nine times higher than the actual sales last year. However, whether the sales of Zhiji Automobile can support SAIC’s high-end dream has been questioned by the public.

Recently, some media reported that there are a large number of blind orders for Zhiji Auto circulating on the idle fish second-hand platform. Many sellers admit that they are employees of Zhiji Auto Experience Store and have more "redundant" orders in their hands. According to industry insiders, the blind order data of Zhiji LS7 may contain a lot of water, and Zhiji Automobile is suspected of using water injection data to prop up sales.

Through the keyword "Zhi Ji LS7 Blind Booking", a large number of goods that transfer Zhi Ji LS7 Blind Booking rights can be found in idle fish, which can be described as amazing.

Open a seller in Shenzhen at will. The description of the baby shows that the price of 1,199 yuan includes 888 yuan for the blind subscription of Zhiji LS7, 5,000 yuan for the first 10,000 blind subscriptions, 36,800 yuan for lifelong intelligent driving+2,888 yuan for front seat ventilation+5,800 yuan for high-definition car paint, and 2,000 yuan for coupons.

It is worth noting that the seller also specifically stated in the description: "Several riders have been successfully transferred, and they are honest and safe".　

Zhiji LS7 new car just went on the market on the 10th of this month, and now there is such a huge blind subscription rights transfer on the second-hand platform, which really makes people doubt the authenticity of the car’s order sales.　

As of the press release of 91che, SAIC Zhiji has not responded to this matter.

　　On March 25th, () brought brands such as Great Wall Gun, Haval, Tank and Euler to the Bangkok International Auto Show in Thailand, including Haval H6, Tank 300, Tank 500, Euler Good Cat, Euler Good Cat GT, Euler Lightning Cat, etc., and the smart pickup truck Shanhai Gun was also officially opened for pre-sale. Narong Sritalayon, Executive Director of Great Wall Motor Thailand Marketing, said that Shanhai Gun is the first and only hybrid pickup truck model in Thailand, which will redefine the pickup truck market in Thailand. Next, Great Wall Motor will also bring more leading new energy vehicle products to the Thai market.

　　Unconsciously, the barbecue shops around us are becoming more and more subdivided: taking the northeast as an example, Qiqihar barbecue and Yanbian barbecue … … Regional characteristics have become a popular new "label" in the barbecue industry.

　　Guangdong, Jiangsu and Shandong have the most barbecue stores.

　　"Roasting" is an ancient cooking method. As one of its products, barbecue has also experienced a long development process. Today, barbecue has become an indispensable part of global food culture.

　　According to the relevant report of Red Meal Industry Research Institute, in recent years, the number of barbecue stores and the stock of related enterprises have both increased. By December 2023, the stock of barbecue-related enterprises in China had reached 116,000, a year-on-year increase of 12.8%. In terms of the number of stores, as of January 2024, the number of barbecue stores nationwide reached 164,000, a year-on-year increase of 2.4%.

　　Which provinces and cities prefer to eat barbecue? Barbecue stores are distributed in all regions of China, among which the number of stores in East China is far more than that in other regions, accounting for 29.6%. From the perspective of provincial administrative regions, Guangdong, Jiangsu and Shandong have the largest number of barbecue stores, followed by Liaoning, Sichuan and Zhejiang.

　　Korean BBQ, Japanese BBQ and Chinese BBQ … … Which one do you like best? After years of development, the barbecue category has been subdivided into several tracks. According to the style of product taste, it can be roughly divided into Korean barbecue, Japanese barbecue, Chinese barbecue, Brazilian barbecue, Turkish barbecue and fusion barbecue. Among them, the first three are the three most popular barbecue categories in China.

　　In terms of price, statistics show that the per capita consumption price of brands in the range from 50 yuan to 100 yuan accounts for 65.6%, followed by those in the range from 100 yuan to 150 yuan and below 50 yuan, accounting for 17.5% and 11.1% respectively.

　　Innovative ingredients and barbecue group CP

　　The beef and mutton slaughtered on the same day, now cut and now mixed, combined with the dipping of nut powder, Qiqihar barbecue with strong salty taste has gained popularity on social platforms in the past year; Yanbian barbecue with Korean characteristics and sweet taste, with fruits and vegetables, mushrooms and Yunnan barbecue with different tastes dipped in water, all occupy an important position in the barbecue industry with distinctive regional characteristics.

　　Previously, Chinese barbecue mainly focused on Sichuan barbecue, Hunan barbecue and Northeast barbecue. In recent years, with the increasing demand of consumers, mining local barbecue has become an important strategy for barbecue brands to redo their categories. For example, the popularity of Qiqihar barbecue and Yanbian barbecue increased significantly last year, and many tourists "went to a city for a delicious meal".

　　While the barbecue category is subdivided, the barbecue products are further integrated and innovated. Some brands integrate the characteristics of other regions in products, tastes and baking methods to provide people with novel taste experience. For example, with regional snacks such as fried cakes and baked milk skins, or in the way of baking, iron plates, clay stoves, fried meat in water, barbecue on paper and so on are creatively introduced.

　　Some barbecue brands will learn from the application of ingredients in other catering categories and enrich consumers’ choices by launching related products. For example, goose liver introduced into western food, dry cooked beef, or beef cut according to the shoulder, rib and outer ridge of beef.

　　There are also some barbecue brands that continue to tap niche ingredients and make innovations in the combination of ingredients. For example, fruits such as litchi, mango, pineapple, and green raisin are added to the meat for roasting, which adds a touch of "exquisite" fruit aroma to the "heroic" barbecue.

　　Immersive scenes create a sense of atmosphere

　　Whether it’s a street shop full of rivers and lakes, a national trendy shop that combines traditional culture with modern trends, or a "one store, one concept" with different scene designs … … In recent years, many barbecue brands have sought breakthroughs in scene creation. They attract consumers by improving the dining environment and atmosphere, so that they can have a richer experience in the dining process.

　　In addition, some barbecue brands actively explore the barbecue takeaway business. In order to restore the experience of barbecue consumption to the store as much as possible, the packaging and oven have been upgraded. However, in the minds of consumers, barbecue take-out still needs to be improved in terms of ingredients, safety and packaging. Text/reporter Chen Si

　　On September 28th, the China-Argentine High-level Forum on People-to-People Exchanges was held in Beijing. Co-sponsored by the Central Radio and Television General Station and the Office of the Secretary of State for Public Media in Argentina, the forum is one of the important activities to celebrate the 50th anniversary of the establishment of diplomatic relations between China and Argentina and the 2022 China-Argentina Year of Friendship and Cooperation. The theme of this forum is "Deepening media communication and seeking common people’s well-being". Government officials from China, Argentina and other Latin American countries and more than 100 representatives of media organizations participated in the forum online and offline.

　　Santiago Caffiero, Minister of Foreign Affairs, International Trade and Worship of Argentina, pointed out in his video speech that on the occasion of the 50th anniversary of the establishment of diplomatic relations between Argentina and China, exchanges and cooperation in various fields between the two countries have continued to develop in depth. Mutual understanding is an important foundation of international cooperation, and mutual benefit is the cornerstone of cooperation and development between countries. Under the framework of "the belt and road initiative", a series of cooperation agreements reached between Argentina and China will continuously enhance the well-being of the Argentine people and promote the construction of a more peaceful and just world.

　　△ Argentine Minister of Foreign Affairs, International Trade and Worship Santiago Caffiero

　　中宣部副部长、中央广播电视总台台长兼总编辑慎海雄表示，习近平主席和费尔南德斯总统的贺信指引我们持续推动中阿全面战略伙伴关系谱写新篇章,朝着构建新时代中拉命运共同体、人类命运共同体方向不断迈进。他强调，在两国元首的共同擘画引领下，中阿全面战略伙伴关系在高水平上持续深入发展，成为新兴市场国家团结合作的典范。中央广播电视总台愿与阿根廷各界共同努力，全面落实两国元首达成的重要共识，共同助力中阿全面战略伙伴关系迈入下一个辉煌50年，为构建新时代中拉命运共同体、人类命运共同体贡献媒体力量。

　　△中宣部副部长、中央广播电视总台台长兼总编辑慎海雄

　　中国外交部部长助理华春莹表示，习近平主席和费尔南德斯总统共同向中国阿根廷人文交流高端论坛发来贺信，体现了两国元首对中阿关系的高度重视，以及对两国关系未来更好发展的殷殷期待，为我们指明了努力方向。中阿关系的良好发展不仅为两国人民带来实实在在福祉，也充分证明国与国关系实现互利共赢是完全可以实现的可能和符合人民期待的现实。在此过程中，中阿两国媒体为促进两国人民相互了解与友谊发挥了不可替代的重要作用，也为当今时代，媒体应该如何发挥应有作用，承担应有责任做出了表率。

　　△ China Hua Chunying, Assistant Minister of Foreign Affairs

　　Juan jose Ross, Argentine Secretary of State for Public Media, said in a video speech that she was very happy to co-host this forum with the Central Radio and Television General Station. China and Argentina are true partners and good friends. Cultural mutual learning not only helps to promote the development of Arab-Chinese relations, but also helps to enhance the communication between the people. The Office of the Secretary of State for Public Media in Argentina, as a strategic partner of the Headquarters, will devote itself to further introducing China and promoting China culture in Argentina.

　　△ Argentine Secretary of State for Public Media juan jose Ross

　　Juan Carlos Issasha, President of the Latin American Press Union, congratulated the Central Radio and Television General Station for successfully hosting the forum, and said that the cooperation between the 22 media organizations of the Latin American Press Union and the General Station has effectively enhanced the audience’s understanding and understanding of important issues of common concern and played an important role in narrowing the distance between Asia and the Americas and the Caribbean.

　　△ Juan Carlos Issa, President of Latin American Press Union

　　Taking the China-Arab Friendship and Cooperation Year as an opportunity, CCTV will join hands with Argentine media partners to jointly launch the "China-Arab Culture Week". At this forum, Jiang Xiwei, deputy director of the Central Radio and Television General Station, and Matthias Ramones, Minister of Tourism and Sports of Argentina, jointly launched the "China-Arab Cultural Week" by combining online and offline.

　　△ Jiang Xiwei, deputy director of the Central Radio and Television General Station, and Matthias Ramones, Minister of Tourism and Sports of Argentina, jointly launched the "China-Arab Cultural Week"

　　Yan Xiaoming, deputy director of the Central Radio and Television General Station, and Ricardo Gilpi, president of the University of Buenos Aires, signed a cooperation agreement on behalf of both parties through "cloud signing". According to the agreement, the two sides will carry out in-depth cooperation in the fields of content production, media technology, think tank research, exhibitions and exchanges.

　　△ Yan Xiaoming, deputy director of the Central Radio and Television General Station, and Ricardo Gilpi, president of the University of Buenos Aires "cloud signing"

　　At the forum that day, the Central Radio and Television General Station also launched the "China — Latin American national news hotline ",and jointly released the special program" Mutual Learning: People-centered "with the Argentine National News Agency. This series of programs comprehensively shows the practical achievements of "people-centered" between China and Albania in the fields of politics, economy, science and technology, culture and ecology, and further consolidates the public opinion base of China-Arab friendship. The program will be broadcast simultaneously on several mainstream media platforms in China and Afghanistan.

　　△ "Mutual learning: people-centered" propaganda film

Recently, the research team of Professor Liu Jinxing from the School of Computer Science of Qufu Normal University has made important progress in the field of artificial intelligence. The related research results are "n cplp: a novel approach for predicting microscopic-associated diseases with network consistency projection and label propagation", "predicting mirna-disease associations through deep auto encoder with multiple kernel learning" and "a new graph auto encoder-based consensus-guided model fo" Scrna-seq cell type detection ",published in IEEE transactions on cybernetics (IEEE TCYB) and IEEE transactions on neural networks and learning systems (IEEE TN NLS).Qufu Normal University is the first signatory of the paper, and Professor Liu Jinxing is the correspondent of the paper.

IEEE TCYB期刊是人工智能领域最具影响力的国际学术刊物之一，SCI一区，影响因子19.118，在Automation & Control Systems类别排序1/65，Computer Science, Cybernetics类别排序1/24。IEEE TNNLS期刊由美国电气和电子工程师协会创办，是人工智能顶级期刊之一，SCI一区，影响因子14.255，在Computer Science, Hardware&Architecture类别排序1/54。

A large number of clinical studies have confirmed that there is a close relationship between microorganisms and diseases. Therefore, it is particularly important to infer the relationship between potential microorganisms and diseases. Professor Liu Jinxing’s research team proposed a new method based on network consistency projection and label propagation to predict the relationship between microorganisms and diseases. Methods The medical thesaurus and 16S rRNA gene sequence were used to calculate the semantic similarity of diseases and the functional similarity of microorganisms, and the network projection scores of microbial space and disease space were obtained by increasing the network consistency projection. Finally, the disease-related microorganisms were accurately predicted by the tag propagation method.

The association between miRNA and diseases is an important part of preventing, diagnosing and treating complex diseases. Professor Liu Jinxing’s research team proposed a deep learning method to predict miRNA- disease association by using a deep automatic encoder with multi-core learning. Firstly, the multi-core learning method was applied to construct miRNA similarity network and disease similarity network respectively, then the integrated miRNA feature representation and disease feature representation were input into the deep automatic encoder, and finally the new miRNA- disease association was predicted by the reconstruction error method.

In order to make effective use of single cell data and better explore the heterogeneity among cells, Professor Liu Jinxing’s research team proposed a consensus guidance model based on graph automatic encoder. The model generates feature matrix through feature learning, and carries out similarity learning based on distance fusion method. The model can accurately identify key features and effectively save the internal structure of data, which improves the accuracy of cell type identification.

Professor Liu Jinxing is the head of the artificial intelligence research team of Computer College of Qufu Normal University. Focusing on the national strategy of "Healthy China" and the big scientific plan of "Precision Medicine", the team actively connects the two industries of "new generation information technology" and "medical care and health care" of the top ten industries in Shandong Province, aiming at the theory, algorithm and software related to the intelligent calculation of health big data, especially the disease genetics and clinical big data. The innovation team has undertaken 10 national natural science funds, with accumulated horizontal and vertical funds of more than 10 million yuan, and published more than 150 papers in high-level journals and academic conferences at home and abroad, including more than 50 SCI TOP papers.