Linhai Zhao

Numeric Investors LLC is a SEC-registered investment advisor and hedge fund manager headquartered in Boston, Massachusetts. The firm was founded by Langdon Wheeler in 1989 as Numeric Investors LP. They are a wholly owned subsidiary of Man Investments Holdings, Inc., which is ultimately held by Man Group Plc (LON: EMG) in Great Britain. Numeric Investors provides investment advisory services for US and non-US taxable and tax-exempt clients, which are primarily institutions, that invest through separately managed accounts; however, the firm also provides investment advisory services to privately offered pooled investment funds they sponsored.

Deutsche Bank Securities, Inc. (DBSI) is a SEC-registered broker/dealer headquartered in New York City. The firm was founded in 1971 and is a wholly-owned investment banking and brokerage arm of DB U.S. Financial Markets Holding Corp., ultimately held by Deutsche Bank AG (NYSE: DB, FRA: DBK) in Germany. DBSI provides securities brokerage and investment advisory services to domestic and international private clients and institutions. They are also a primary dealer in US government securities as designated by the Federal Reserve.

Part of Morgan Stanley, Morgan Stanley Securities Ltd. is a financial institution that offers sustainable investment solutions to clients worldwide. The company is based in London, UK. Morgan Stanley Securities is committed to diversity and inclusion for clients, employees, and communities, which builds on their legacy and strengthens their business. Colin D. Bryce has been the CEO of the British company since 2007.

Goldman Sachs (Singapore) Pte. (Goldman Sachs-Singapore) is the brokerage subsidiary of New York-based Goldman Sachs Group, Inc. (NYSE: GS), a global investment bank that offers financial services to corporations, institutions, governments and high-net worth individuals. Headquartered in Singapore, the firm opened in 1989 and is the regional hub for the group's activities in Southeast Asia, particularly asset management and energy trading. Goldman Sachs-Singapore provides a full range of corporate finance and capital markets products and services across a wide range of operating areas. Business functions include capital structuring advisory, and security services.

Goldman Sachs & Co. LLC (GS&Co.) is a securities brokerage firm headquartered in New York City. Founded in 1927, the firm is a subsidiary of The Goldman Sachs Group, Inc. (NYSE: GS). GS&Co. provides services to help hedge funds manage risk, monitor portfolios, maintain liquidity and build their businesses. They offer clients access to global equity and derivatives markets, as well as foreign exchange, commodities, European Lefts, rates and credit across the Americas, Europe and Asia. The firm proactively monitors capital markets, searching for pockets of liquidity and news that may require changes to those strategies. Integration with the Goldman Sachs network gives clients access to the firm's sectored block trades and their insights into price discovery. Their electronic trading program provides clients with tools to manage their trades from pre-trade analytics to post-trade analysis.

University of Southern California is a private research university that mainly offers undergraduate, graduate & other higher education. The university was founded in 1880 and is headquartered in Los Angeles, CA.

Founded in 1985, Barclays Capital Asia Ltd. is a Chinese brokerage services company. Part of Barclays PLC, the company is based in Hong Kong, Hong Kong.

Credit Suisse (Hong Kong) Ltd. (CSHK) is a securities brokerage firm headquartered Hong Kong. The firm is a subsidiary of Credit Suisse AG, which is owned by Credit Suisse Group AG (SWX: CSGN; ADR: CS) in Switzerland. CSHK provides corporate and institutional investors with sales, trading, financing, prime services, and market-making in global equities, as well as equities-related securities, options, futures, risk management, and hedging products. Their client-focused platform offers issuer and investor clients access to distribution, trading, and origination capabilities across various markets globally.

Peking University provides post-secondary education services. It offers undergraduate and graduate courses. It provides courses such as basic and applied sciences, social sciences and the humanities, sciences of medicine, management, and education. The company was founded by JiaNai Sun in 1898 and is headquartered in Beijing, China.

CLSA Ltd. is the Hong Kong-based institutional brokerage subsidiary of CITIC Securities Co., Ltd. (SSE: 600030, SEHK: 6030), a full-service investment bank headquartered in China. Founded in 1986, the firm provides sales and execution services to global investors and corporates.

Macquarie Capital Ltd. is the Hong Kong-based securities brokerage arm of Macquarie Group Ltd. (ASX: MQG), a global financial services group headquartered in Australia. Macquarie Capital offers brokerage services to various investors.

Goldman Sachs (Asia) LLC (South Korea) (Goldman Sachs Korea) is the South Korea-based securities brokerage subsidiary of Goldman Sachs (Asia) LLC, ultimately owned by The Goldman Sachs Group, Inc. (NYSE: GS) in the US. Headquartered in Seoul, Goldman Sachs Korea was founded in 1998 and provides institutional clients with insight, risk management and execution services.

Nomura International (Hong Kong) Ltd. (Nomura International HK) is the brokerage subsidiary of Nomura Asia Pacific Holdings Co. Ltd., which is ultimately-owned by Nomura Holdings, Inc. (TYO: 8604) in Japan. Headquartered in Hong Kong, the firm’s global markets team offers research, sales and trading of global securities to a diverse range of clients globally, including institutional investors, financial institutions, corporates, financial sponsors and government entities. Nomura International HK operates a truly integrated, cross-asset platform which includes research, sales and trading in equities, currencies, rates and credit in cash and derivative products.

Anhui Technology Import & Export Co. Ltd. provides logistics services. It imports and exports machinery and equipment, instruments and apparatuses, minerals, energy and chemical industry, forestry and agriculture, ships, vehicles and accessories, metal and metalwork, electronics, appliances and lighting, machinery, hardware and building materials, textile and clothing, shoes, hats and bags, consumer goods, office supplies and leisure goods, chemicals, medical and healthcare and food. The company was founded in 1985 and is headquartered in Hefei, China.

JPMorgan Securities (Asia Pacific) Ltd. (JPM Asia) is the Hong Kong-based brokerage subsidiary of JP Morgan Chase & Co. (NYSE: JPM), a global financial services company headquartered in the US. JPM Asia provides brokerage services to local corporations and institutions, multinationals, governments and private clients.

China Hi-Tech Group Co., Ltd. manufactures textile machineries. Its business also includes textile trading and production, new commercial material, commercial vehicle and heavy machinery, real estate and cultural activity, finance and investment. The company was founded on September 9, 1988 and is headquartered in Beijing, China.

Citigroup Global Markets Asia Ltd. (CGMA) is a securities brokerage firm headquartered Hong Kong. They are a subsidiary of Citigroup Global Markets Hong Kong Holdings Ltd., ultimately owned by Citigroup, Inc. (NYSE: C) in the US. Formerly known as Citi Smith Barney, the firm was reorganized in 2008 when Citigroup combined their brokerage and private banking businesses. CGMA offers stock trading services to various institutional investors.

Goldman Sachs (India) Securities Pvt Ltd. (GS India) is the India-based broker-dealer subsidiary of Goldman Sachs Securities Co. Ltd., ultimately held by The Goldman Sachs Group, Inc. (NYSE: GS) in the US. Headquartered in Mumbai, GS India was founded in 2006 and provides execution services to corporate and institutional clients.

Part of HSBC Holdings Plc, HSBC Securities (Taiwan) Corp., Ltd. is a Taiwanese company founded in 2006 that offers hsbcnet, a platform with powerful and intuitive tools to maintain secure banking for businesses and individuals. The company is based in Taipei, Taiwan. The platform provides up-to-date knowledge and insights on the fastest growing markets in the world.

Beijing Gao Hua Securities Co., Ltd. is a financial services company based in Beijing, China. and has subsidiaries in China. The company's description is written in Chinese, but it appears to offer a range of financial services, including securities trading, investment banking, and asset management. The private company's website includes information about its history, services, and team, as well as news and research reports. The company was founded in 2004, and Xing Zhang has been the CEO of the company since 2004.

Science Foundation Ireland funds oriented basic and applied research in the areas of science, technology, engineering, and mathematics (STEM). It promotes and supports the study of, education in, and engagement with STEM and promotes an awareness and understanding of the value of STEM to society. The company was founded in 1998 and is headquartered in Dublin, Ireland,.

Harvest Global Investments Ltd. (HGI) is the wholly-owned, Hong Kong-based investment management subsidiary of Harvest Fund Management Co., Ltd. (HFM), an asset management company headquartered in China. Founded in 2008, HGI provides discretionary portfolio management services to their clients, sometimes with the assistance of HFM, serving as the investment adviser to pooled investment vehicles sponsored by other financial firms. They also provide investment advisory services on behalf of sophisticated institutional investors to separately managed accounts.

Daiwa Capital Markets (Hong Kong) Ltd. (Daiwa HK) is a securities brokerage firm headquartered Hong Kong. The firm is a subsidiary of Daiwa Capital Markets Asia Holding BV, ultimately owned by Daiwa Securities Group, Inc. (TYO: 8601) in Japan. Founded in 1970, Daiwa HK offers brokerage services to an established international client base.

Longwood Fund Management LLC (Longwood Fund) is a venture capital firm founded in 2010 by Christoph H. Westphal, Michelle Detwiler and Richard H. Aldrich. The firm is headquartered in Boston, Massachusetts.

Morgan Stanley Asia Ltd. (MSA) is a broker/dealer headquartered in Hong Kong. The firm was founded in 1987 and is a subsidiary of Morgan Stanley (NYSE: MS) in the US. MSA provides institutional securities such as equities, fixed income, derivatives and research.

China Hi-Tech Holding Co. Ltd. operates as an investment holding company, with interests in the manufacture and sale of dyeing and finishing machines, and stainless steel casting products. The company was founded on January 5, 2007 and is headquartered in Hong Kong.

BOCI Research Ltd. is an investment research firm headquartered in Hong Kong. The firm was founded in 1998 and is a subsidiary of BOCI Asia Ltd., ultimately held by Chinese government’s China Investment Corp. BOCI Research primarily provides research reports and analysis on China with a focus on telecommunications, property, media, retail, technology, energy, oil and gas, metals and mining, utilities, financials, and transport and logistics sectors.

HSBC Qianhai Securities Ltd. combines the global platform of HSBC Group with the local resources of Qianhai Financial Holdings to provide clients with a comprehensive range of securities products and services. HSBC Qianhai Securities is based in Shenzhen, CN. The Chinese company is committed to providing professional, diverse, and customized wealth management services to high-net-worth and ultra-high-net-worth clients and their families. With a global perspective, the company has insights into the Chinese A-share market. The joint venture company was founded in 2017, and the CEO is Irene Ho.

Part of Bank of America Corp., Bank of America, NA (Mumbai Branch) is a financial institution that offers a range of banking products and services. The company, founded in 1964, is based in Mumbai, India. Its offerings include fixed income, corporate banking, treasury services, and corporate social responsibility. Bank of America provides banking products such as working capital and term loans, structured finance, export finance, cash management, trade products, foreign exchange services, and currency solutions. The Indian company's website also provides regulatory, legal, and policy documents, as well as financial results and disclosures.

Prudence Investment Management (Hong Kong) Ltd. (Prudence-Hong Kong) is an independent alternative investment management firm headquartered in Hong Kong. The firm was founded by Dr. Philip Po-him Wu, Chad Liu, and Yuan Wang in 2008. Prudence-Hong Kong manages the Prudence funds for sophisticated investors.