Travelled to:
1 × Brazil
1 × Canada
1 × Germany
1 × Ireland
1 × Portugal
1 × The Netherlands
1 × United Kingdom
3 × China
3 × USA
Collaborated with:
D.Cai J.Han W.V.Zhang W.Min W.Ma B.Lin J.Ye L.Zhang R.Jin M.Ji C.Zhang X.Wang J.Yang T.Yang K.Zhou B.Rey R.Jones J.Wen H.Liu J.Yi M.Lin Y.Hu D.Zhang J.Liu X.Lu F.Wu S.Tang Z.Zhang Y.Zhuang J.Yan S.Gu Z.Chen B.Xu J.Bu C.Chen W.Liu J.Luo
Talks about:
local (5) preserv (4) analysi (4) learn (4) rank (4) optim (3) index (3) function (2) document (2) retriev (2)
Person: Xiaofei He
DBLP: He:Xiaofei
Contributed to:
Wrote 18 papers:
- ICML-c2-2014-LinYHY #distance #learning
- Geodesic Distance Function Learning via Heat Flow on Vector Fields (BL, JY, XH, JY), pp. 145–153.
- ICML-c3-2013-ZhangYJH #optimisation #probability
- O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions (LZ, TY, RJ, XH), pp. 1121–1129.
- ICML-c3-2013-ZhangYJLH #bound #kernel #learning #online
- Online Kernel Learning with a Near Optimal Sparsity Bound (LZ, JY, RJ, ML, XH), pp. 621–629.
- SIGIR-2013-LuWTZHZ #rank #ranking #scalability
- A low rank structural large margin method for cross-modal ranking (XL, FW, ST, ZZ, XH, YZ), pp. 433–442.
- KDD-2012-HuZLYH #matrix
- Accelerated singular value thresholding for matrix completion (YH, DZ, JL, JY, XH), pp. 298–306.
- KDD-2012-JiLHCH #parallel #ranking
- Parallel field ranking (MJ, BL, XH, DC, JH), pp. 723–731.
- SIGIR-2011-JiYGHHZC #graph #learning #query #web
- Learning search tasks in queries and web pages via graph regularization (MJ, JY, SG, JH, XH, WVZ, ZC), pp. 55–64.
- SIGIR-2011-XuBCCHLL #image #performance #ranking #retrieval
- Efficient manifold ranking for image retrieval (BX, JB, CC, DC, XH, WL, JL), pp. 525–534.
- KDD-2010-CaiZH #clustering #feature model #multi
- Unsupervised feature selection for multi-cluster data (DC, CZ, XH), pp. 333–342.
- ICML-2009-CaiWH #consistency #data analysis #probability
- Probabilistic dyadic data analysis with local and global consistency (DC, XW, XH), pp. 105–112.
- CIKM-2007-CaiHZH #locality
- Regularized locality preserving indexing via spectral regression (DC, XH, WVZ, JH), pp. 741–750.
- SIGIR-2007-HeMCZ #design #image #retrieval
- Laplacian optimal design for image retrieval (XH, WM, DC, KZ), pp. 119–126.
- SIGIR-2007-ZhangHRJ #learning #query #using
- Query rewriting using active learning for sponsored search (WVZ, XH, BR, RJ), pp. 853–854.
- SIGIR-2006-CaiHH #analysis #documentation
- Tensor space model for document analysis (DC, XH, JH), pp. 625–626.
- ICML-2005-HeCM #analysis #locality #statistics
- Statistical and computational analysis of locality preserving projection (XH, DC, WM), pp. 281–288.
- SIGIR-2005-CaiH #locality #orthogonal
- Orthogonal locality preserving indexing (DC, XH), pp. 3–10.
- SIGIR-2004-CaiHWM #analysis
- Block-level link analysis (DC, XH, JRW, WYM), pp. 440–447.
- SIGIR-2004-HeCLM #documentation #locality #representation
- Locality preserving indexing for document representation (XH, DC, HL, WYM), pp. 96–103.