-
Notifications
You must be signed in to change notification settings - Fork 3
/
Copy pathresearch.html
492 lines (456 loc) · 41.2 KB
/
research.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>IIP · Research</title>
<meta content="width=device-width, initial-scale=1.0" name="viewport">
<meta content="" name="keywords">
<meta content="" name="description">
<!-- Favicon -->
<link href="img/iip_fav.png" rel="icon">
<!-- Google Web Fonts -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Heebo:wght@400;500;600&family=Nunito:wght@600;700;800&family=Pacifico&display=swap" rel="stylesheet">
<!-- Icon Font Stylesheet -->
<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.10.0/css/all.min.css" rel="stylesheet">
<link href="https://cdn.jsdelivr.net/npm/[email protected]/font/bootstrap-icons.css" rel="stylesheet">
<!-- Libraries Stylesheet -->
<link href="lib/animate/animate.min.css" rel="stylesheet">
<link href="lib/owlcarousel/assets/owl.carousel.min.css" rel="stylesheet">
<link href="lib/tempusdominus/css/tempusdominus-bootstrap-4.min.css" rel="stylesheet" />
<!-- Customized Bootstrap Stylesheet -->
<link href="css/bootstrap.min.css" rel="stylesheet">
<!-- Template Stylesheet -->
<link href="css/style.css" rel="stylesheet">
</head>
<body>
<div class="container-xxl bg-white p-0">
<!-- Spinner Start -->
<div id="spinner" class="show bg-white position-fixed translate-middle w-100 vh-100 top-50 start-50 d-flex align-items-center justify-content-center">
<div class="spinner-border text-primary" style="width: 3rem; height: 3rem;" role="status">
<span class="sr-only">Loading...</span>
</div>
</div>
<!-- Spinner End -->
<!-- Navbar & Hero Start -->
<div class="container-xxl position-relative p-0">
<nav class="navbar navbar-expand-lg navbar-dark bg-dark px-4 px-lg-5 py-3 py-lg-0">
<a href="" class="navbar-brand p-0">
<!-- <h1 class="text-primary m-0"><i class="fa fa-utensils me-3"></i>IIP-XDU</h1> -->
<img src="img/iip_white2.png" alt="Logo">
</a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarCollapse">
<span class="fa fa-bars"></span>
</button>
<div class="collapse navbar-collapse" id="navbarCollapse">
<div class="navbar-nav ms-auto py-0 pe-4">
<a href="index.html" class="nav-item nav-link">Home</a>
<a href="team.html" class="nav-item nav-link">Team</a>
<a href="research.html" class="nav-item nav-link active">Research</a>
<a href="resources.html" class="nav-item nav-link">Resources</a>
<!--
<div class="nav-item dropdown">
<a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown">Projects</a>
<div class="dropdown-menu m-0">
<a href="booking.html" class="dropdown-item">XAI</a>
<a href="team.html" class="dropdown-item">AIGC</a>
<a href="testimonial.html" class="dropdown-item">HIT</a>
</div>
</div>
-->
<a href="contact.html" class="nav-item nav-link">Contact</a>
</div>
<a href="" class="nav-item nav-link"><i class="fa fa-2x fa-language text-primary "></i></a>
</div>
</nav>
<div class="container-xxl py-5 bg-dark hero-header mb-5">
<div class="container text-center my-5 pt-5 pb-4">
<h1 class="display-3 text-white mb-3 animated slideInDown">Research</h1>
<nav aria-label="breadcrumb">
<ol class="breadcrumb justify-content-center text-uppercase">
<li class="breadcrumb-item"><a href="index.html">Home</a></li>
<li class="breadcrumb-item"><a href="https://github.com/IIP-Lab-XDU">Github</a></li>
<li class="breadcrumb-item text-white active" aria-current="page">Research</li>
</ol>
</nav>
</div>
</div>
</div>
<!-- Navbar & Hero End -->
<!-- Service Start -->
<div class="container-xxl py-5">
<div class="container">
<div class="text-center">
<h5 class="section-title ff-secondary text-center text-primary fw-normal">Research</h5>
<h1 class="mb-5">Research Projects</h1>
</div>
<div class="row g-4">
<div class="col-lg-3 col-sm-6 wow fadeInUp" data-wow-delay="0.1s">
<div class="service-item rounded pt-3">
<div class="p-4">
<i class="fa fa-3x fa-shield-alt text-primary mb-4"></i>
<h5>XAI</h5>
<p>Explainable Artifical Intelligence (XAI)</p>
</div>
</div>
</div>
<div class="col-lg-3 col-sm-6 wow fadeInUp" data-wow-delay="0.3s">
<div class="service-item rounded pt-3">
<div class="p-4">
<i class="fa fa-3x fa-palette text-primary mb-4"></i>
<h5>AI+Art</h5>
<p>Artifical Intelligence Generated Content (AIGC)</p>
</div>
</div>
</div>
<div class="col-lg-3 col-sm-6 wow fadeInUp" data-wow-delay="0.5s">
<div class="service-item rounded pt-3">
<div class="p-4">
<i class="fa fa-3x fa-camera text-primary mb-4"></i>
<h5>AI+Security</h5>
<p>Pedestrian reidentification in social security.</p>
</div>
</div>
</div>
<div class="col-lg-3 col-sm-6 wow fadeInUp" data-wow-delay="0.7s">
<div class="service-item rounded pt-3">
<div class="p-4">
<i class="fa fa-3x fa-stethoscope text-primary mb-4"></i>
<h5>AI+Medicine</h5>
<p>Applying AI techniques to medicine, e.g. diagnosis.</p>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="container-xxl py-5">
<div class="container">
<div class="text-center">
<h5 class="section-title ff-secondary text-center text-primary fw-normal">Pulications</h5>
<h1 class="mb-5">Selected Publications</h1>
</div>
<div class="d-flex align-items-center wow fadeInUp" data-wow-delay="0.1s">
<div class="w-100 d-flex flex-column text-start ps-4">
<h4 class="d-flex justify-content-between border-bottom pb-2">
<span>2024</span>
<span class="text-primary">2024</span>
</h4>
<ul>
<li> [j138] Chunlei Peng, Bo Wang, Decheng Liu, Nannan Wang, Xinbo Gao:
Pyramid-resolution person restoration for cross-resolution person re-identification. Sci. China Inf. Sci. 67(6) (2024)</li>
<li> [j137] Qinlin He, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao:
GazeForensics: DeepFake detection via gaze-guided spatial inconsistency learning. Neural Networks 180: 106636 (2024)</li>
<li> [j136] Chunlei Peng, Feiyang Sun, Decheng Liu, Nannan Wang, Xinbo Gao:
Local artifacts amplification for deepfakes augmentation. Neural Networks 180: 106692 (2024)</li>
<li> [j135] Hangyu Li, Nannan Wang, Xi Yang, Xiaoyu Wang, Xinbo Gao:
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning. IEEE Trans. Affect. Comput. 15(1): 173-185 (2024)</li>
<li> [j134] Youjiang Yu, Kaibing Zhang, Xiaohua Wang, Nannan Wang, Xinbo Gao:
An Adaptive Region Proposal Network With Progressive Attention Propagation for Tiny Person Detection From UAV Images. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4392-4406 (2024)</li>
<li> [j133] Xiao He, Mingrui Zhu, Nannan Wang, Xinbo Gao:
Few-Shot Font Generation by Learning Style Difference and Similarity. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8013-8025 (2024)</li>
<li> [j132] Xin Liu, Yi He, Yiu-Ming Cheung, Xing Xu, Nannan Wang:
Learning Relationship-Enhanced Semantic Graph for Fine-Grained Image-Text Matching. IEEE Trans. Cybern. 54(2): 948-961 (2024)</li>
<li> [j131] Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, Jie Li:
Universal Heterogeneous Face Analysis via Multi-Domain Feature Disentanglement. IEEE Trans. Inf. Forensics Secur. 19: 735-747 (2024)</li>
<li> [j130] Jingwei Xin, Zikai Wei, Nannan Wang, Jie Li, Xinbo Gao:
Large Pose Face Recognition via Facial Representation Learning. IEEE Trans. Inf. Forensics Secur. 19: 934-946 (2024)</li>
<li> [j129] Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao:
Dual-Adversarial Representation Disentanglement for Visible Infrared Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 19: 2186-2200 (2024)</li>
<li> [j128] Yulong Yang, Chenhao Lin, Qian Li, Zhengyu Zhao, Haoran Fan, Dawei Zhou, Nannan Wang, Tongliang Liu, Chao Shen:
Quantization Aware Attack: Enhancing Transferable Adversarial Attacks by Model Quantization. IEEE Trans. Inf. Forensics Secur. 19: 3265-3278 (2024)</li>
<li> [j127] Ruiyang Xia, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao:
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection. IEEE Trans. Inf. Forensics Secur. 19: 3409-3422 (2024)</li>
<li> [j126] Chunlei Peng, Zimin Miao, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao:
Where Deepfakes Gaze at? Spatial-Temporal Gaze Inconsistency Analysis for Video Face Forgery Detection. IEEE Trans. Inf. Forensics Secur. 19: 4507-4517 (2024)</li>
<li> [j125] Guozhang Li, De Cheng, Nannan Wang, Jie Li, Xinbo Gao:
Neighbor-Guided Pseudo-Label Generation and Refinement for Single-Frame Supervised Temporal Action Localization. IEEE Trans. Image Process. 33: 2419-2430 (2024)</li>
<li> [j124] Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao:
Semi-Supervised Learning With Heterogeneous Distribution Consistency for Visible Infrared Person Re-Identification. IEEE Trans. Image Process. 33: 3880-3892 (2024)</li>
<li> [j123] Ruiyang Xia, Dawei Zhou, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao:
Inspector for Face Forgery Detection: Defending Against Adversarial Attacks From Coarse to Fine. IEEE Trans. Image Process. 33: 4432-4443 (2024)</li>
<li> [j122] Xi Yang, Huanling Liu, Nannan Wang, Xinbo Gao:
Image-Level Adaptive Adversarial Ranking for Person Re-Identification. IEEE Trans. Image Process. 33: 5172-5182 (2024)</li>
<li> [j121] Xi Yang, Dechen Kong, Ren Lin, Nannan Wang, Xinbo Gao:
Adapting Few-Shot Classification via In-Process Defense. IEEE Trans. Image Process. 33: 5232-5245 (2024)</li>
<li> [j120] Lei Hu, Dawei Zhou, Jiahua Xu, Cheng Lu, Chu Han, Zhenwei Shi, Qikui Zhu, Xinbo Gao, Nannan Wang, Zaiyi Liu:
Protecting Prostate Cancer Classification From Rectal Artifacts via Targeted Adversarial Training. IEEE J. Biomed. Health Informatics 28(7): 3997-4009 (2024)</li>
<li> [j119] Decheng Liu, Zeyang Zheng, Chunlei Peng, Yukai Wang, Nannan Wang, Xinbo Gao:
Hierarchical Forgery Classifier on Multi-Modality Face Forgery Clues. IEEE Trans. Multim. 26: 2894-2905 (2024)</li>
<li> [j118] Chunlei Peng, Zimo Kong, Decheng Liu, Nannan Wang, Xinbo Gao:
Disguised Heterogeneous Face Generation With Iterative-Adversarial Style Unification. IEEE Trans. Multim. 26: 3741-3753 (2024)</li>
<li> [j117] Xi Yang, Menghui Tian, Meijie Li, Ziyu Wei, Liu Yuan, Nannan Wang, Xinbo Gao:
SSRR: Structural Semantic Representation Reconstruction for Visible-Infrared Person Re-Identification. IEEE Trans. Multim. 26: 6273-6284 (2024)</li>
<li> [j116] Xi Yang, Xian Wang, Liangchen Liu, Nannan Wang, Xinbo Gao:
STFE: A Comprehensive Video-Based Person Re-Identification Network Based on Spatio-Temporal Feature Enhancement. IEEE Trans. Multim. 26: 7237-7249 (2024)</li>
<li> [j115] Xi Yang, Wenjiao Dong, Meijie Li, Ziyu Wei, Nannan Wang, Xinbo Gao:
Cooperative Separation of Modality Shared-Specific Features for Visible-Infrared Person Re-Identification. IEEE Trans. Multim. 26: 8172-8183 (2024)</li>
<li> [j114] De Cheng, Yanling Ji, Dong Gong, Yan Li, Nannan Wang, Junwei Han, Dingwen Zhang:
Continual All-in-One Adverse Weather Removal With Knowledge Replay on a Unified Network Structure. IEEE Trans. Multim. 26: 8184-8196 (2024)</li>
<li> [j113] De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Jiande Sun, Xinbo Gao:
Progressive Negative Enhancing Contrastive Learning for Image Dehazing and Beyond. IEEE Trans. Multim. 26: 8783-8798 (2024)</li>
<li> [j112] Xinrui Jiang, Nannan Wang, Jingwei Xin, Keyu Li, Xi Yang, Jie Li, Xinbo Gao:
Toward Pixel-Level Precision for Binary Super-Resolution With Mixed Binary Representation. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3989-4001 (2024)</li>
<li> [j111] Keyu Li, Nannan Wang, Jingwei Xin, Xinrui Jiang, Jie Li, Xinbo Gao, Kai Han, Yunhe Wang:
Local Means Binary Networks for Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6746-6756 (2024)</li>
<li> [j110] Changcheng Liang, Mingrui Zhu, Nannan Wang, Heng Yang, Xinbo Gao:
PMSGAN: Parallel Multistage GANs for Face Image Translation. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9352-9365 (2024)</li>
<li> [j109] Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang, Jie Li, Xinbo Gao:
Weakly Supervised Temporal Action Localization With Bidirectional Semantic Consistency Constraint. IEEE Trans. Neural Networks Learn. Syst. 35(9): 13032-13045 (2024)</li>
<li> [c93] Xiaoqi An, Lin Zhao, Chen Gong, Nannan Wang, Di Wang, Jian Yang:
SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation. AAAI 2024: 691-699</li>
<li> [c92] Yan Gao, Haojun Xu, Jie Li, Nannan Wang, Xinbo Gao:
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking. AAAI 2024: 1842-1850</li>
<li> [c91] Decheng Liu, Xijun Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao:
Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model. AAAI 2024: 3585-3593</li>
<li> [c90] Xingyilang Yin, Xi Yang, Liangchen Liu, Nannan Wang, Xinbo Gao:
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis. AAAI 2024: 6738-6746</li>
<li> [c89] Yu Chen, Fei Gao, Yanguang Zhang, Maoying Qiao, Nannan Wang:
Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline. CVPR 2024: 15675-15685</li>
<li> [c88] De Cheng, Zhipeng Xu, Xinyang Jiang, Nannan Wang, Dongsheng Li, Xinbo Gao:
Disentangled Prompt Representation for Domain Generalization. CVPR 2024: 23595-23604</li>
<li> [c87] Chaohua Shi, Kexin Huang, Lu Gan, Hongqing Liu, Mingrui Zhu, Nannan Wang, Xinbo Gao:
On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection. ICLR 2024</li>
<li> [c86] Yonggang Zhang, Zhiqin Yang, Xinmei Tian, Nannan Wang, Tongliang Liu, Bo Han:
Robust Training of Federated Models with Extremely Label Deficiency. ICLR 2024</li>
<li> [c85] Yusong Hu, De Cheng, Dingwen Zhang, Nannan Wang, Tongliang Liu, Xinbo Gao:
Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning. ICML 2024</li>
<li> [c84] Fei Gao, Lingna Dai, Jingjie Zhu, Mei Du, Yiyuan Zhang, Maoying Qiao, Chenghao Xia, Nannan Wang, Peng Li:
Human-Robot Interactive Creation of Artistic Portrait Drawings. ICRA 2024: 11297-11304</li>
<li> [c83] Quanxing Zha, Xin Liu, Yiu-ming Cheung, Xing Xu, Nannan Wang, Jianjia Cao:
UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching. SIGIR 2024: 852-861</li>
</ul>
</div>
</div>
<div class="d-flex align-items-center wow fadeInUp" data-wow-delay="0.1s">
<div class="w-100 d-flex flex-column text-start ps-4">
<h4 class="d-flex justify-content-between border-bottom pb-2">
<span>2023</span>
<span class="text-primary">2023</span>
</h4>
<ul>
<li> [j108] Xiao He, Mingrui Zhu, Nannan Wang, Xiaoyu Wang, Xinbo Gao:
BiTGAN: bilateral generative adversarial networks for Chinese ink wash painting style transfer. Sci. China Inf. Sci. 66(1) (2023)</li>
<li> [j107] Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao:
Advanced Binary Neural Network for Single Image Super Resolution. Int. J. Comput. Vis. 131(7): 1808-1824 (2023)</li>
<li> [j106] Bing Cao, Zhiwei Bi, Qinghua Hu, Han Zhang, Nannan Wang, Xinbo Gao, Dinggang Shen:
AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis. Int. J. Comput. Vis. 131(8): 1995-2014 (2023)</li>
<li> [j105] Chunlei Peng, Congyu Zhang, Decheng Liu, Nannan Wang, Xinbo Gao:
Face photo-sketch synthesis via intra-domain enhancement. Knowl. Based Syst. 259: 110026 (2023)</li>
<li> [j104] Xiaobo Xia, Bo Han, Nannan Wang, Jiankang Deng, Jiatong Li, Yinian Mao, Tongliang Liu:
Extended $T$T: Learning With Mixed Closed-Set and Open-Set Noisy Labels. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3047-3058 (2023)</li>
<li> [j103] De Cheng, Gerong Wang, Nannan Wang, Dingwen Zhang, Qiang Zhang, Xinbo Gao:
Discriminative and Robust Attribute Alignment for Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 33(8): 4244-4256 (2023)</li>
<li> [j102] Mingrui Zhu, Zicheng Wu, Nannan Wang, Heng Yang, Xinbo Gao:
Dual Conditional Normalization Pyramid Network for Face Photo-Sketch Synthesis. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5200-5211 (2023)</li>
<li> [j101] Jingwei Xin, Zikai Wei, Nannan Wang, Jie Li, Xiaoyu Wang, Xinbo Gao:
Learning a High Fidelity Identity Representation for Face Frontalization. IEEE Trans. Circuits Syst. Video Technol. 33(11): 6952-6964 (2023)</li>
<li> [j100] Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao:
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7943-7956 (2023)</li>
<li> [j99] Zhiling Guo, Jingwei Xin, Nannan Wang, Jie Li, Xiaoyu Wang, Xinbo Gao:
Unsupervised Across Domain Consistency- Difference Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023)</li>
<li> [j98] Decheng Liu, Zhan Dang, Chunlei Peng, Yu Zheng, Shuang Li, Nannan Wang, Xinbo Gao:
FedForgery: Generalized Face Forgery Detection With Residual Federated Learning. IEEE Trans. Inf. Forensics Secur. 18: 4272-4284 (2023)</li>
<li> [j97] Wangbo Yu, Mingrui Zhu, Nannan Wang, Xiaoyu Wang, Xinbo Gao:
An Efficient Transformer Based on Global and Local Self-Attention for Face Photo-Sketch Synthesis. IEEE Trans. Image Process. 32: 483-495 (2023)</li>
<li> [j96] Liangchen Liu, Xi Yang, Nannan Wang, Xinbo Gao:
Frequency Information Disentanglement Network for Video-Based Person Re-Identification. IEEE Trans. Image Process. 32: 4287-4298 (2023)</li>
<li> [j95] Chunlei Peng, Congyu Zhang, Decheng Liu, Nannan Wang, Xinbo Gao:
HiFiSketch: High Fidelity Face Photo-Sketch Synthesis and Manipulation. IEEE Trans. Image Process. 32: 5865-5876 (2023)</li>
<li> [j94] Xinrui Jiang, Nannan Wang, Jingwei Xin, Keyu Li, Xi Yang, Jie Li, Xiaoyu Wang, Xinbo Gao:
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution. IEEE Trans. Image Process. 32: 6234-6247 (2023)</li>
<li> [j93] Zhuoqi Ma, Tianwei Lin, Xin Li, Fu Li, Dongliang He, Errui Ding, Nannan Wang, Xinbo Gao:
Dual-Affinity Style Embedding Network for Semantic-Aligned Image Style Transfer. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7404-7417 (2023)</li>
<li> [c82] De Cheng, Xiaolong Wang, Nannan Wang, Zhen Wang, Xiaoyu Wang, Xinbo Gao:
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding. AAAI 2023: 425-432</li>
<li> [c81] Yun Yi, Haokui Zhang, Wenze Hu, Nannan Wang, Xiaoyu Wang:
NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction. CVPR 2023: 7715-7724</li>
<li> [c80] Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang, Xiaoyu Wang, Xinbo Gao:
Boosting Weakly-Supervised Temporal Action Localization with Text Information. CVPR 2023: 10648-10657</li>
<li> [c79] Chang Jiang, Fei Gao, Biao Ma, Yuhao Lin, Nannan Wang, Gang Xu:
Masked and Adaptive Transformer for Exemplar Based Image Translation. CVPR 2023: 22418-22427</li>
<li> [c78] Zhigang Su, Dawei Zhou, Nannan Wang, Decheng Liu, Zhen Wang, Xinbo Gao:
Hiding Visual Information via Obfuscating Adversarial Perturbations. ICCV 2023: 4333-4343</li>
<li> [c77] Fei Gao, Yifan Zhu, Chang Jiang, Nannan Wang:
Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation. ICCV 2023: 7203-7213</li>
<li> [c76] Mingrui Zhu, Xiao He, Nannan Wang, Xiaoyu Wang, Xinbo Gao:
All-to-key Attention for Arbitrary Style Transfer. ICCV 2023: 23052-23062</li>
<li> [c75] Dawei Zhou, Yukun Chen, Nannan Wang, Decheng Liu, Xinbo Gao, Tongliang Liu:
Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration. ICML 2023: 42517-42530</li>
<li> [c74] Dawei Zhou, Nannan Wang, Heng Yang, Xinbo Gao, Tongliang Liu:
Phase-aware Adversarial Defense for Improving Adversarial Robustness. ICML 2023: 42724-42741</li>
<li> [c73] Biao Ma, Fei Gao, Chang Jiang, Nannan Wang, Gang Xu:
Semantic-Aware Generation of Multi-View Portrait Drawings. IJCAI 2023: 1258-1266</li>
<li> [c72] De Cheng, Lingfeng He, Nannan Wang, Shizhou Zhang, Zhen Wang, Xinbo Gao:
Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID. ACM Multimedia 2023: 1325-1333</li>
<li> [c71] Decheng Liu, Weizhao Yang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao:
Modality-agnostic Augmented Multi-Collaboration Representation for Semi-supervised Heterogenous Face Recognition. ACM Multimedia 2023: 4647-4656</li>
<li> [c70] Kun Cheng, Mingrui Zhu, Nannan Wang, Guozhang Li, Xiaoyu Wang, Xinbo Gao:
Controllable Face Sketch-Photo Synthesis with Flexible Generative Priors. ACM Multimedia 2023: 6959-6968</li>
<li> [c69] De Cheng, Xiaojian Huang, Nannan Wang, Lingfeng He, Zhihui Li, Xinbo Gao:
Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement. ACM Multimedia 2023: 7085-7093</li>
<li> [c68] Yun Yi, Haokui Zhang, Rong Xiao, Nannan Wang, Xiaoyu Wang:
NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning. NeurIPS 2023</li>
</ul>
</div>
</div>
<div class="d-flex align-items-center wow fadeInUp" data-wow-delay="0.3s">
<div class="w-100 d-flex flex-column text-start ps-4">
<h4 class="d-flex justify-content-between border-bottom pb-2">
<span>2022</span>
<span class="text-primary">2022</span>
</h4>
<ul>
<li>Yingzhi Tang, Xi Yang, Xinrui Jiang, Nannan Wang, Xinbo Gao: Dually Distribution Pulling Network for Cross-Resolution Person Reidentification. IEEE Trans. Cybern. 52(11): 12016-12027 (2022)</li>
<li>Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao: ForgeryNIR: Deep Face Forgery and Detection in Near-Infrared Scenario. IEEE Trans. Inf. Forensics Secur. 17: 500-515 (2022)</li>
<li>De Cheng, Jingyu Zhou, Nannan Wang, Xinbo Gao: Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id. IEEE Trans. Image Process. 31: 3334-3346 (2022)</li>
<li> Hangyu Li, Nannan Wang, Xi Yang, Xinbo Gao: CRS-CONT: A Well-Trained General Encoder for Facial Expression Analysis. IEEE Trans. Image Process. 31: 4637-4650 (2022) </li>
<li> Xinpeng Ding, Nannan Wang, Shiwei Zhang, Ziyuan Huang, Xiaomeng Li, Mingqian Tang, Tongliang Liu, Xinbo Gao: Exploring Language Hierarchy for Video Grounding. IEEE Trans. Image Process. 31: 4693-4706 (2022) </li>
<li> Mengxu Lu, Zhenxue Chen, Q. M. Jonathan Wu, Nannan Wang, Xuewen Rong, Xinghe Yan: FRNet: Factorized and Regular Blocks Network for Semantic Segmentation in Road Scene. IEEE Trans. Intell. Transp. Syst. 23(4): 3522-3530 (2022) </li>
<li> Dawei Zhou, Nannan Wang, Chunlei Peng, Yi Yu, Xi Yang, Xinbo Gao: Towards Multi-Domain Face Synthesis Via Domain-Invariant Representations and Multi-Level Feature Parts. IEEE Trans. Multim. 24: 3469-3479 (2022) </li>
<li> Jingwei Xin, Jie Li, Xinrui Jiang, Nannan Wang, Heng Huang, Xinbo Gao: Wavelet-Based Dual Recursive Network for Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 33(2): 707-720 (2022) </li>
<li> Mingrui Zhu, Jie Li, Nannan Wang, Xinbo Gao: Knowledge Distillation for Face Photo-Sketch Synthesis. IEEE Trans. Neural Networks Learn. Syst. 33(2): 893-906 (2022) </li>
<li> Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao: Flexible Body Partition-Based Adversarial Learning for Visible Infrared Person Re-Identification. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4676-4687 (2022) </li>
<li> Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, Jie Li: Heterogeneous Face Interpretable Disentangled Representation for Joint Face Recognition and Synthesis. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5611-5625 (2022) </li>
<li> Hangyu Li, Nannan Wang, Xi Yang, Xiaoyu Wang, Xinbo Gao: Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin. CVPR 2022: 4156-4165 </li>
<li> Zhaoqing Wang, Qiang Li, Guoxin Zhang, Pengfei Wan, Wen Zheng, Nannan Wang, Mingming Gong, Tongliang Liu: Exploring Set Similarity for Dense Self-supervised Representation Learning. CVPR 2022: 16569-16578 </li>
<li> De Cheng, Tongliang Liu, Yixiong Ning, Nannan Wang, Bo Han, Gang Niu, Xinbo Gao, Masashi Sugiyama:Instance-Dependent Label-Noise Learning with Manifold-Regularized Transition Matrix Estimation. CVPR 2022: 16609-16618 </li>
<li> Zhenning Yu, Xin Liu, Yiu-Ming Cheung, Minghang Zhu, Xing Xu, Nannan Wang, Taihao Li: Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching. ICDM 2022: 648-655 </li>
<li> Dawei Zhou, Nannan Wang, Xinbo Gao, Bo Han, Xiaoyu Wang, Yibing Zhan, Tongliang Liu: Improving Adversarial Robustness via Mutual Information Estimation. ICML 2022: 27338-27352 </li>
<li> Dawei Zhou, Nannan Wang, Bo Han, Tongliang Liu: Modeling Adversarial Noise for Adversarial Training. ICML 2022: 27353-27366 </li>
<li> De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun: Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction. IJCAI 2022: 848-854 </li>
<li> Xiaobo Xia, Shuo Shan, Mingming Gong, Nannan Wang, Fei Gao, Haikun Wei, Tongliang Liu: Sample-Efficient Kernel Mean Estimator with Marginalized Corrupted Data. KDD 2022: 2110-2119 </li>
<li> Kun Cheng, Xiaodong Cun, Yong Zhang, Menghan Xia, Fei Yin, Mingrui Zhu, Xuan Wang, Jue Wang, Nannan Wang: VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild. SIGGRAPH Asia 2022: 30:1-30:9 </li>
</ul>
</div>
</div>
<div class="d-flex align-items-center wow fadeInUp" data-wow-delay="0.5s">
<div class="w-100 d-flex flex-column text-start ps-4">
<h4 class="d-flex justify-content-between border-bottom pb-2">
<span>Before 2022</span>
<span class="text-primary">before</span>
</h4>
<ul>
<li> Mingrui Zhu, Jie Li, Nannan Wang, Xinbo Gao: Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis. Int. J. Comput. Vis. 129(6): 1820-1836 (2021) </li>
<li> Xinrui Jiang, Nannan Wang, Jingwei Xin, Xiaobo Xia, Xi Yang, Xinbo Gao: Learning lightweight super-resolution networks with weight pruning. Neural Networks 144: 21-32 (2021) </li>
<li> Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao: Soft Semantic Representation for Cross-Domain Face Recognition. IEEE Trans. Inf. Forensics Secur. 16: 346-360 (2021) </li>
<li> Tianwei Lin, Zhuoqi Ma, Fu Li, Dongliang He, Xin Li, Errui Ding, Nannan Wang, Jie Li, Xinbo Gao: Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer. CVPR 2021: 5141-5150 </li>
<li> Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao: Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification. ICCV 2021: 225-234 </li>
<li> Dawei Zhou, Nannan Wang, Chunlei Peng, Xinbo Gao, Xiaoyu Wang, Jun Yu, Tongliang Liu: Removing Adversarial Noise in Class Activation Feature Space. ICCV 2021: 7858-7867 </li>
<li> Mingrui Zhu, Changcheng Liang, Nannan Wang, Xiaoyu Wang, Zhifeng Li, Xinbo Gao: A Sketch-Transformer Network for Face Photo-Sketch Synthesis. IJCAI 2021: 1352-1358 </li>
<li> Songhua Wu, Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Nannan Wang, Haifeng Liu, Gang Niu: Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels. ICML 2021: 11285-11295 </li>
<li> Mingjin Zhang, Nannan Wang, Yunsong Li, Xinbo Gao: Bionic Face Sketch Generator. IEEE Trans. Cybern. 50(6): 2701-2714 (2020) </li>
<li> Xinpeng Ding, Nannan Wang, Xinbo Gao, Jie Li, Xiaoyu Wang, Tongliang Liu: Group Feedback Capsule Network. IEEE Trans. Image Process. 29: 6789-6799 (2020) </li>
<li> Bing Cao, Han Zhang, Nannan Wang, Xinbo Gao, Dinggang Shen: Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis. AAAI 2020: 10486-10493 </li>
<li> Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Heng Huang, Xinbo Gao: Binarized Neural Network for Single Image Super Resolution. ECCV (4) 2020: 91-107 </li>
<li> Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Mingming Gong, Haifeng Liu, Gang Niu, Dacheng Tao, Masashi Sugiyama: Part-dependent Label Noise: Towards Instance-dependent Label Noise. NeurIPS 2020 </li>
<li> Bing Cao, Nannan Wang, Jie Li, Xinbo Gao: Data Augmentation-Based Joint Learning for Heterogeneous Face Recognition. IEEE Trans. Neural Networks Learn. Syst. 30(6): 1731-1743 (2019) </li>
<li> Mingrui Zhu, Jie Li, Nannan Wang, Xinbo Gao: A Deep Collaborative Framework for Face Photo-Sketch Synthesis. IEEE Trans. Neural Networks Learn. Syst. 30(10): 3096-3108 (2019) </li>
<li> Jingwei Xin, Nannan Wang, Xinbo Gao, Jie Li: Residual Attribute Attention Network for Face Image Super-Resolution. AAAI 2019: 9054-9061 </li>
<li> Nannan Wang, Xinbo Gao, Leiyu Sun, Jie Li: Bayesian Face Sketch Synthesis. IEEE Trans. Image Process. 26(3): 1264-1274 (2017) </li>
<li> Nannan Wang, Shengchuan Zhang, Chunlei Peng, Jie Li, Xinbo Gao: Face Sketch Recognition via Data-Driven Synthesis. Handbook of Biometrics for Forensic Science 2017: 127-147 </li>
<li> Shengchuan Zhang, Xinbo Gao, Nannan Wang, Jie Li: Robust Face Sketch Style Synthesis. IEEE Trans. Image Process. 25(1): 220-232 (2016) </li>
<li> Yanting Hu, Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li: SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression. IEEE Trans. Image Process. 25(9): 4091-4102 (2016) </li>
<li> Shengchuan Zhang, Xinbo Gao, Nannan Wang, Jie Li, Mingjin Zhang: Face Sketch Synthesis via Sparse Representation-Based Greedy Search. IEEE Trans. Image Process. 24(8): 2466-2477 (2015) </li>
<li> Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li: A Comprehensive Survey to Face Hallucination. Int. J. Comput. Vis. 106(1): 9-30 (2014) </li>
<li> Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li: Transductive Face Sketch-Photo Synthesis. IEEE Trans. Neural Networks Learn. Syst. 24(9): 1364-1376 (2013) </li>
<li> Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li: Face Sketch-Photo Synthesis and Retrieval Using Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. 22(8): 1213-1226 (2012) </li>
</ul>
</div>
</div>
</div>
</div>
</div>
<!-- Service End -->
<!-- Footer Start -->
<div class="container-fluid bg-dark text-light footer pt-5 mt-5 wow fadeIn" data-wow-delay="0.1s">
<div class="container py-5">
<div class="row g-5">
<div class="col-lg-3 col-md-6">
<h4 class="section-title ff-secondary text-start text-primary fw-normal mb-4">Laboratory</h4>
<a class="btn btn-link" href="">About Us</a>
<a class="btn btn-link" href="">Contact Us</a>
<a class="btn btn-link" href="">Reservation</a>
<a class="btn btn-link" href="">Privacy Policy</a>
<a class="btn btn-link" href="">Terms & Condition</a>
</div>
<div class="col-lg-3 col-md-6">
<h4 class="section-title ff-secondary text-start text-primary fw-normal mb-4">Contact</h4>
<p class="mb-2"><i class="fa fa-map-marker-alt me-3"></i>No. 2 South Taibai Road, </p>
<p class="mb-2"><i class="fa fa-globe me-3"></i>Xi’an, Shaanxi 710071, China</p>
<p class="mb-2"><i class="fa fa-envelope me-3"></i>nnwang <i class="fa fa-at"></i> xidian.edu.cn</p>
<div class="d-flex pt-2">
<a class="btn btn-outline-light btn-social" href=""><i class="fab fa-weixin"></i></a>
<a class="btn btn-outline-light btn-social" href="https://github.com/IIP-Lab-XDU" target="_blank"><i class="fab fa-github"></i></a>
<!--
<a class="btn btn-outline-light btn-social" href=""><i class="fab fa-youtube"></i></a>
<a class="btn btn-outline-light btn-social" href=""><i class="fab fa-linkedin-in"></i></a>
-->
</div>
</div>
<div class="col-lg-3 col-md-6">
<h4 class="section-title ff-secondary text-start text-primary fw-normal mb-4">Links</h4>
<a class="btn btn-link" href="https://www.xidian.edu.cn/" target="_blank">Xidian University</a>
<a class="btn btn-link" href="https://hz.xidian.edu.cn/" target="_blank">Hangzhou Institute</a>
<a class="btn btn-link" href="https://isn.xidian.edu.cn/" target="_blank">ISN State Key Lab.</a>
<a class="btn btn-link" href="https://see.xidian.edu.cn/faculty/xbgao/" target="_blank">VIPSL (Xinbo Gao) </a>
<a class="btn btn-link" href="https://www.sydney.edu.au/engineering/about/our-people/academic-staff/dacheng-tao.html" target="_blank">USYD (Dacheng Tao) </a>
</div>
<div class="col-lg-3 col-md-6">
<h4 class="section-title ff-secondary text-start text-primary fw-normal mb-4">Pages</h4>
<!--
<p>You can try our work.</p>
<div class="position-relative mx-auto" style="max-width: 400px;">
<input class="form-control border-primary w-100 py-3 ps-4 pe-5" type="text" placeholder="Your email">
<button type="button" class="btn btn-primary py-2 position-absolute top-0 end-0 mt-2 me-2">SignUp</button>
</div>
<img class="img-fluid flex-shrink-0 rounded-circle" src="img/applet.png" style="width: 50px; height: 50px;">
-->
<a class="btn btn-link" href="index.html" class="nav-item nav-link">Home</a>
<a class="btn btn-link" href="team.html" class="nav-item nav-link">Team</a>
<a class="btn btn-link" href="research.html" class="nav-item nav-link">Research</a>
<a class="btn btn-link" href="resources.html" class="nav-item nav-link">Resources</a>
<a class="btn btn-link" href="contact.html" class="nav-item nav-link">Contact</a>
</div>
</div>
</div>
<div class="container">
<div class="copyright">
<div class="row">
<div class="col-md-6 text-center text-md-start mb-3 mb-md-0">
© <a class="border-bottom" href="#">IIP Lab.</a>, All Right Reserved.
<!--/*** This template is free as long as you keep the footer author’s credit link/attribution link/backlink. If you'd like to use the template without the footer author’s credit link/attribution link/backlink, you can purchase the Credit Removal License from "https://htmlcodex.com/credit-removal". Thank you for your support. ***/-->
Designed By <a class="border-bottom" href="https://htmlcodex.com">HTML Codex</a>
</div>
<div class="col-md-6 text-center text-md-end">
<div class="footer-menu">
<a href="">Home</a>
<a href="">Cookies</a>
<a href="">Help</a>
<a href="">FQAs</a>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- Footer End -->
<!-- Back to Top -->
<a href="#" class="btn btn-lg btn-primary btn-lg-square back-to-top"><i class="bi bi-arrow-up"></i></a>
</div>
<!-- JavaScript Libraries -->
<script src="https://code.jquery.com/jquery-3.4.1.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.bundle.min.js"></script>
<script src="lib/wow/wow.min.js"></script>
<script src="lib/easing/easing.min.js"></script>
<script src="lib/waypoints/waypoints.min.js"></script>
<script src="lib/counterup/counterup.min.js"></script>
<script src="lib/owlcarousel/owl.carousel.min.js"></script>
<script src="lib/tempusdominus/js/moment.min.js"></script>
<script src="lib/tempusdominus/js/moment-timezone.min.js"></script>
<script src="lib/tempusdominus/js/tempusdominus-bootstrap-4.min.js"></script>
<!-- Template Javascript -->
<script src="js/main.js"></script>
</body>
</html>