Xiangsheng Li

39 papers A* 6A 4B 1Journal 16Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
IET Image Process.
Xinfeng Zhang, Qian Li, Jie Shao, Wei Guo, Xiangsheng Li, Xiaomin Liu, Hui Li, Maoshen Jia
2025 J jnl
CoRR
Zhiyuan Zeng, Jiashuo Liu, Siyuan Chen, Tianci He, Yali Liao, Jinpeng Wang, Zaiyuan Wang, Yang Yang, Lingyue Yin, Mingren Yin, Zhenwei Zhu, Tianle Cai, Zehui Chen, Jiecao Chen, Yantao Du, Xiang Gao, Jiacheng Guo, Liang Hu, Jianpeng Jiao, Xiangsheng Li, Jingkai Liu, Shuang Ni, Zhoufutu Wen, Ge Zhang, Kaiyuan Zhang, Xin Zhou, Jose H. Blanchet, Xipeng Qiu, Mengdi Wang, Wenhao Huang
2025 A* conf
ICLR
Ziyi Ye, Xiangsheng Li, Qiuchi Li, Qingyao Ai, Yujia Zhou, Wei Shen, Dong Yan, Yiqun Liu
2024 J jnl
CoRR
Ziyi Ye, Xiangsheng Li, Qiuchi Li, Qingyao Ai, Yujia Zhou, Wei Shen, Dong Yan, Yiqun Liu
2024 J jnl
IEEE Trans. Circuits Syst. Video Technol.
Xiangsheng Li, Manlu Liu, Qiang Ling
2024 conf
ICIGP
Xiaomin Liu, Simeng Li, Xuchong Chi, Xinfeng Zhang, Xiangsheng Li, Wei Guo, Fei Wang
2024 A* conf
AAAI
Weihang Su, Qingyao Ai, Xiangsheng Li, Jia Chen, Yiqun Liu, Xiaolong Wu, Shengluan Hou
2023 conf
ISAIMS
Xiaomin Liu, Jingyao Xu, Xuchong Chi, Xinfeng Zhang, Wei Guo, Fei Wang, Xiangsheng Li
2023 J jnl
CoRR
Xiaoshu Chen, Xiangsheng Li, Kunliang Wei, Bin Hu, Lei Jiang, Zeqian Huang, Zhanhui Kang
2023 J jnl
CoRR
Xiangsheng Li, Xiaoshu Chen, Kunliang Wei, Bin Hu, Lei Jiang, Zeqian Huang, Zhanhui Kang
2023 J jnl
Comput. Medical Imaging Graph.
Shen Zhao, Xiangsheng Li, Jiayi He, Bin Chen, Shuo Li
2023 A* conf
SIGIR
Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, Xiangsheng Li, Haitao Li, Yiqun Liu, Jin Ma
2023 J jnl
CoRR
Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, Xiangsheng Li, Haitao Li, Yiqun Liu, Jin Ma
2023 J jnl
CoRR
Weihang Su, Xiangsheng Li, Yiqun Liu, Min Zhang, Shaoping Ma
2023 J jnl
CoRR
Weihang Su, Qingyao Ai, Xiangsheng Li, Jia Chen, Yiqun Liu, Xiaolong Wu, Shengluan Hou
2022 conf
ICCPR
Tianyu Zhu, Xinfeng Zhang, Xiaomin Liu, Xiangsheng Li, Maoshen Jia, Xiaoxia Chang, Yuan Meng
2022 A conf
WSDM
Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Zhijing Wu, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He
2022 conf
ICCPR
Yuan Meng, Xinfeng Zhang, Xiaomin Liu, Xiangsheng Li, Tianyu Zhu, Xiaoxia Chang, Jinhang Chen, Xiangyu Chen
2022 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Lei Liu, Xiangsheng Li
2022 J jnl
Found. Trends Inf. Retr.
Yixing Fan, Xiaohui Xie, Yinqiong Cai, Jia Chen, Xinyu Ma, Xiangsheng Li, Ruqing Zhang, Jiafeng Guo
2022 conf
NTCIR
Weihang Su, Xiangsheng Li, Yiqun Liu, Min Zhang, Shaoping Ma
2022 J jnl
Frontiers Comput. Sci.
Xiangsheng Li, Yiqun Liu, Jiaxin Mao
2021 A* conf
SIGIR
Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma
2021 J jnl
CoRR
Yixing Fan, Xiaohui Xie, Yinqiong Cai, Jia Chen, Xinyu Ma, Xiangsheng Li, Ruqing Zhang, Jiafeng Guo, Yiqun Liu
2021 A* conf
WWW
Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He
2020 A conf
CIKM
Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma
2020 conf
NTCIR
Zhumin Chu, Jingtao Zhan, Xiangsheng Li, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
2020 A conf
WSDM
Xiangsheng Li
2019 conf
NTCIR
Yukun Zheng, Zhumin Chu, Xiangsheng Li, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
2019 conf
NTCIR (Revised Selected Papers)
Yukun Zheng, Zhumin Chu, Xiangsheng Li, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
2019 A* conf
SIGIR
Xiangsheng Li, Jiaxin Mao, Chao Wang, Yiqun Liu, Min Zhang, Shaoping Ma
2018 conf
AIRS
Xiangsheng Li, Yiqun Liu, Xin Li, Cheng Luo, Jian-Yun Nie, Min Zhang, Shaoping Ma
2018 conf
DASFAA (1)
Xiangsheng Li, Yanghui Rao, Haoran Xie, Yufu Chen, Raymond Y. K. Lau, Fu Lee Wang, Jian Yin
2018 A conf
CIKM
Xiangsheng Li, Yiqun Liu, Jiaxin Mao, Zexue He, Min Zhang, Shaoping Ma
2017 J jnl
IEEE Trans. Affect. Comput.
Xiangsheng Li, Yanghui Rao, Haoran Xie, Raymond Y. K. Lau, Jian Yin, Fu Lee Wang
2016 conf
DASFAA Workshops
Xiangsheng Li, Jianhui Pang, Biyun Mo, Yanghui Rao, Fu Lee Wang
2016 B conf
IJCNN
Xiangsheng Li, Jianhui Pang, Biyun Mo, Yanghui Rao
2016 conf
DASFAA Workshops
Jianhui Pang, Xiangsheng Li, Haoran Xie, Yanghui Rao
2011 J jnl
IEEE Trans. Ind. Electron.
Xiangsheng Li, Zhiquan Deng, Zhida Chen, Qingzhao Fei
docs/apk-feature-schema.md
← Index docs/apk-feature-schema.md markdown
# APK Feature Analysis — ClickHouse Schema

All tables follow the `ReplacingMergeTree()` pattern (no version column — latest
insert wins on deduplication).

**Companion schema:** `docs/apk-code-schema.md` (code-analysis tables)

---

## Table overview

| # | Table | Engine | Key |
|---|-------|--------|-----|
| 1 | `redb_apk_features` | ReplacingMergeTree | `sha256` |
| 2 | `redb_apk_components` | ReplacingMergeTree | `(sha256, component_type, class_name)` |
| 3 | `redb_apk_manifest` | ReplacingMergeTree | `sha256` |
| 4 | `redb_apk_permissions` | ReplacingMergeTree | `(sha256, permission_name)` |
| 5 | `redb_apk_signature` | ReplacingMergeTree | `sha256` |
| 6 | `redb_apk_certificates` | ReplacingMergeTree | `(sha256, certificate_thumbprint)` |
| 7 | `redb_apk_dex` | ReplacingMergeTree | `(sha256, dex_sha256)` |
| 8 | `redb_apk_dex_api_usage` | ReplacingMergeTree | `(sha256, dex_sha256, api_category)` |
| 9 | `redb_apk_resources` | ReplacingMergeTree | `(sha256, resource_path)` |
| 10 | `redb_apk_native_libs` | ReplacingMergeTree | `(sha256, lib_abi, lib_filename)` |
| 11 | `redb_apk_inconsistency_tests` | ReplacingMergeTree | `sha256` |

---

## Table 1: `redb_apk_features`

Core metadata — one row per APK.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_features (
    sha256              FixedString(64),
    package_name        Nullable(String),
    app_name            Nullable(String),
    version_code        Nullable(UInt32),
    version_name        Nullable(String),
    min_sdk_version     Nullable(UInt16),
    target_sdk_version  Nullable(UInt16),
    compile_sdk_version Nullable(UInt16),
    main_activity       Nullable(String),
    is_debuggable       UInt8,
    allow_backup        UInt8,
    uses_cleartext_traffic UInt8,
    supported_abis      Array(String),
    dex_count           UInt16,
    total_dex_size      UInt64,
    total_file_count    UInt32,
    has_native_code     UInt8,
    has_assets          UInt8,
    uses_libraries      Array(String),
    earliest_content_modification Nullable(String),
    latest_content_modification   Nullable(String),
    contains_embedded_apk UInt8,
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY sha256;
```

## Table 2: `redb_apk_components`

Manifest components — one row per component.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_components (
    sha256              FixedString(64),
    component_type      LowCardinality(String),   -- 'activity', 'service', 'receiver', 'provider'
    class_name          String,
    is_exported         UInt8,
    intent_actions      Array(String),
    intent_categories   Array(String),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, component_type, class_name);
```

## Table 3: `redb_apk_manifest`

Manifest summary — one row per APK.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_manifest (
    sha256              FixedString(64),
    activity_count      UInt16,
    service_count       UInt16,
    receiver_count      UInt16,
    provider_count      UInt16,
    intent_filters_by_action   Array(String),
    intent_filters_by_category Array(String),
    uses_features       Array(String),
    manifest_xml        Nullable(String),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY sha256;
```

## Table 4: `redb_apk_permissions`

Permissions — one row per permission per APK.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_permissions (
    sha256              FixedString(64),
    permission_name     String,
    protection_level    LowCardinality(String),
    is_custom           UInt8,
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, permission_name);
```

## Table 5: `redb_apk_signature`

Signing info — one row per APK. The `apk_signer_*` fields identify the actual
signer certificate using V3→V2→V1 priority (V2/V3: `certificates[0]` per spec;
V1: `SignerInfo.issuerAndSerialNumber` matching). Prefixed with `apk_` to
distinguish from PE/Mach-O signer fields in cross-format queries.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_signature (
    sha256              FixedString(64),
    is_signed           UInt8,
    signature_scheme_versions Array(UInt8),
    number_of_certificates UInt8,
    apk_signer_subject  Nullable(String),
    apk_signer_issuer   Nullable(String),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY sha256;
```

## Table 6: `redb_apk_certificates`

Certificate details — one row per certificate per APK. The
`certificate_source_scheme` column tracks which signing scheme(s) the
certificate was found in (`'v1'`, `'v2'`, `'v3'`, or `'v1,v2'` when the same
certificate appears across multiple schemes).

```sql
CREATE TABLE IF NOT EXISTS redb_apk_certificates (
    sha256                    FixedString(64),
    certificate_subject       String,
    certificate_issuer        String,
    certificate_serial_number String,
    certificate_valid_from    DateTime64(3, 'UTC'),
    certificate_valid_to      DateTime64(3, 'UTC'),
    certificate_thumbprint    FixedString(40),
    certificate_algorithm     LowCardinality(String),
    key_size                  Nullable(UInt16),
    is_self_signed            UInt8,
    certificate_source_scheme LowCardinality(String),
    analysis_date             DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, certificate_thumbprint);
```

## Table 7: `redb_apk_dex`

DEX file analysis — one row per DEX file.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_dex (
    sha256              FixedString(64),
    dex_sha256          FixedString(64),
    dex_filename        String,
    dex_tlsh            Nullable(String),
    dex_class_count     UInt32,
    dex_method_count    UInt32,
    dex_string_count    UInt32,
    dex_top_packages    String,                    -- JSON
    dex_obfuscation_indicators String,             -- JSON
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, dex_sha256);
```

## Table 8: `redb_apk_dex_api_usage`

DEX API usage — one row per category per DEX.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_dex_api_usage (
    sha256              FixedString(64),
    dex_sha256          FixedString(64),
    api_category        LowCardinality(String),
    api_calls           Array(String),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, dex_sha256, api_category);
```

## Table 9: `redb_apk_resources`

Resource inventory — one row per resource.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_resources (
    sha256              FixedString(64),
    resource_path       String,
    resource_size       UInt64,
    resource_sha256     FixedString(64),
    resource_magika     LowCardinality(String),
    resource_entropy             Float32,
    is_suspicious       UInt8,
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, resource_path);
```

## Table 10: `redb_apk_native_libs`

Native libraries — one row per `.so` file.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_native_libs (
    sha256              FixedString(64),
    lib_abi             LowCardinality(String),
    lib_filename        String,
    lib_size            UInt64,
    lib_sha256          FixedString(64),
    lib_is_known_packer UInt8,
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, lib_abi, lib_filename);
```

## Table 11: `redb_apk_inconsistency_tests`

Inconsistency tests — one row per APK.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_inconsistency_tests (
    sha256              FixedString(64),
    test_zip_bomb                    Nullable(UInt8),
    test_zip_duplicate_entries       Nullable(UInt8),
    test_zip_path_traversal          Nullable(UInt8),
    test_zip_suspicious_timestamps   Nullable(UInt8),
    test_hidden_dex_files            Nullable(UInt8),
    test_manifest_component_mismatch Nullable(UInt8),
    test_debuggable_release          Nullable(UInt8),
    test_emulator_detection_strings  Nullable(UInt8),
    test_debugger_detection          Nullable(UInt8),
    test_root_detection              Nullable(UInt8),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY sha256;
```