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Chen is an alumnus of St. Paul's Co-educational College. He received his LL.B. degree and Postgraduate Certificate in Laws from the Faculty of Law of The University of Hong Kong in 1980 and 1981 respectively. He received his LL.M. degree from Harvard Law School in comparative law and theories of law and development in 1982.