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1 | 1 | - title: "The Fragile Truth of Saliency: Improving LLM Input Attribution via Attention Bias Optimization" |
2 | 2 | image: dummy.png |
3 | 3 | description: |
4 | | - authors: "<span style='color:blue'>Y. Zhang</span>, <span style='color:blue'>C. Wang</span>, <span style='color:blue'>Y. Chen</span>, <span style='color:blue'>C. Fan</span>, <span style='color:blue'>J. Jia</span>, <span style='color:blue'>S. Liu</span>" link: |
| 4 | + authors: "<span style='color:blue'>Y. Zhang</span>, <span style='color:blue'>C. Wang</span>, <span style='color:blue'>Y. Chen</span>, <span style='color:blue'>C. Fan</span>, <span style='color:blue'>J. Jia</span>, <span style='color:blue'>S. Liu</span>" |
5 | 5 | link: |
6 | 6 | url: https://neurips.cc/virtual/2025/poster/119184 |
7 | | - display: NeurIPS'25 (<span style='color:red'><b>Spotlight</b>, acceptance rate 3.2%</span>) |
| 7 | + display: "NeurIPS'25 (<span style='color:red'><b>Spotlight</b>, acceptance rate 3.2%</span>)" |
8 | 8 | highlight: 0 |
9 | 9 | news2: |
10 | 10 | post: |
11 | 11 |
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12 | 12 | - title: "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" |
13 | 13 | image: dummy.png |
14 | 14 | description: |
15 | | - authors: "<span style='color:blue'>C. Fan*</span>, <span style='color:blue'>J. Liu*</span>, L. Lin*, <span style='color:blue'>J. Jia</span>, S. Mei, <span style='color:blue'>S. Liu</span>"link: |
| 15 | + authors: "<span style='color:blue'>C. Fan*</span>, <span style='color:blue'>J. Liu*</span>, L. Lin*, <span style='color:blue'>J. Jia</span>, S. Mei, <span style='color:blue'>S. Liu</span>" |
16 | 16 | link: |
17 | 17 | url: https://arxiv.org/abs/2410.07163 |
18 | | - display: NeurIPS'25 |
| 18 | + display: "NeurIPS'25" |
19 | 19 | highlight: 0 |
20 | 20 | news2: |
21 | 21 | post: |
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26 | 26 | authors: "<span style='color:blue'>C. Wang</span>, <span style='color:blue'>Y. Zhang</span>, D. Wei, <span style='color:blue'>J. Jia</span>, P.-Y. Chen, <span style='color:blue'>S. Liu</span>" |
27 | 27 | link: |
28 | 28 | url: https://arxiv.org/abs/2510.09007 |
29 | | - display: CCS AISec'25 |
| 29 | + display: "CCS AISec'25" |
30 | 30 | highlight: 0 |
31 | 31 | news2: |
32 | 32 | post: |
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37 | 37 | authors: "M. Zhang*, <span style='color:blue'>Y. Zhang*</span>, <span style='color:blue'>J. Jia</span>, Z. Wang, <span style='color:blue'>S. Liu</span>, T. Chen" |
38 | 38 | link: |
39 | 39 | url: https://arxiv.org/abs/2510.15965 |
40 | | - display: NeurIPS'25 |
| 40 | + display: "NeurIPS'25" |
41 | 41 | highlight: 0 |
42 | 42 | news2: |
43 | 43 | post: |
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48 | 48 | authors: "<span style='color:blue'>C. Wang*</span>, <span style='color:blue'>C. Fan*</span>, <span style='color:blue'>Y. Zhang</span>, <span style='color:blue'>J. Jia</span>, D. Wei, P. Ram, N. Baracaldo, <span style='color:blue'>S. Liu</span>" |
49 | 49 | link: |
50 | 50 | url: https://arxiv.org/abs/2506.12963 |
51 | | - display: EMNLP'25 (Main Track) |
| 51 | + display: "EMNLP'25 (Main Track)" |
52 | 52 | highlight: 0 |
53 | 53 | news2: |
54 | 54 | post: |
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59 | 59 | authors: "<span style='color:blue'>S. Pal*</span>, <span style='color:blue'>C. Wang*</span>, J. Diffenderfer, B. Kailkhura, <span style='color:blue'>S. Liu</span>" |
60 | 60 | link: |
61 | 61 | url: https://arxiv.org/abs/2504.10185 |
62 | | - display: COLM'25 |
| 62 | + display: "COLM'25" |
63 | 63 | highlight: 0 |
64 | 64 | news2: |
65 | 65 | post: |
66 | 66 |
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67 | 67 | - title: "Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design" |
68 | 68 | image: dummy.png |
69 | 69 | description: |
70 | | - authors: "<span style='color:blue'>Y. Sun*</span>, <span style='color:blue'>Y. Zhang*</span>, G. Liu, H. Xie,<span style='color:blue'>S. Liu</span>" |
| 70 | + authors: "<span style='color:blue'>Y. Sun*</span>, <span style='color:blue'>Y. Zhang*</span>, G. Liu, H. Xie, <span style='color:blue'>S. Liu</span>" |
71 | 71 | link: |
72 | 72 | url: https://arxiv.org/abs/2508.10065 |
73 | | - display: ICCV'25 |
| 73 | + display: "ICCV'25" |
74 | 74 | highlight: 0 |
75 | 75 | news2: |
76 | 76 | post: |
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