今天发现了一个经典的优秀论文收集，绝对是经典的收集啊，难得难得：
Best paper awards for AAAI, ACL, CHI, CIKM, FOCS, ICML, IJCAI, KDD, OSDI, SIGIR, SIGMOD, SOSP, STOC, UIST, VLDB, WWW
链接在这里：link
This data was entered by hand (obtained by contacting past conference organizers, retrieving cached conference websites, and searching Resumes) so please email me if you notice any errors or omissions: bestpapers-AT-jeffhuang.com. I tried to collect best paper awards from the top-tier conferences in each area, but some conferences do not have such an award (e.g. SIGGRAPH, CAV). "Distinguished paper award" and "outstanding paper award" were also collected but "best student paper" (e.g. NIPS) or "best 10-year old paper" (e.g. POPL, PLDI) were not collected.
| Institutions and Best Papers | |
| Stanford University | 15.1 |
| University of Washington | 12.9 |
| Carnegie Mellon University | 11.9 |
| Microsoft Research | 11.7 |
| Cornell University | 8.5 |
| Massachusetts Institute of Technology | 7.0 |
| University of California Berkeley | 6.6 |
| University of Illinois at Urbana-Champaign | 6.0 |
| University of Texas at Austin | 5.7 |
| IBM Research | 5.2 |
| University of Toronto | 5.0 |
| Yahoo! Research | 4.4 |
| Georgia Institute of Technology | 4.3 |
| University of Maryland | 4.0 |
| Weizmann Institute of Science | 4.0 |
| AT&T Laboratories | 4.0 |
| University of British Columbia | 3.6 |
| Brown University | 3.3 |
| University of Massachusetts Amherst | 3.1 |
| University of Michigan | 3.0 |
| University of Alberta | 3.0 |
| Technion | 3.0 |
| University of California San Diego | 2.8 |
| 2.5 | |
| Princeton University | 2.5 |
| Duke University | 2.3 |
| Hewlett-Packard Labs | 2.2 |
| Rice University | 2.0 |
| University of Cambridge | 2.0 |
| Universidade Técnica de Lisboa | 2.0 |
| Indiana University at Bloomington | 2.0 |
| University of Oxford | 2.0 |
| NASA Ames Research Center | 2.0 |
| University of California Irvine | 2.0 |
Credit is given in decreasing author order as customary. First authors are given 1 point, second authors are given 0.5 points, third authors are given 0.33 points, etc. These points are then divided by the sum of points for that paper, i.e. normalizing it. This ranking may be inaccurate or incomplete, may not reflect the current state of best paper awards, and is not an official list. If you are not satisfied with the ranking listed here, please disregard it.