- 2022年在SIGKDD 会议（简称KDD）发表长论文（第一作者）《DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect》.
- 技术博客，欢迎 交流｜合作。
- I'm a algorithm engineer and my main work experience is related to recommendation system and uplift modeling.
- I am currently working at Alibaba（阿里巴巴） and I used to work in Tencent（腾讯） before.
- SIGKDD'22 Conference Full Paper (first author) - DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect.
- This is my Chinese technology blog, click here.
一些故事｜ Some history
关于我是如何入门机器学习：在2013年的时候，忘记了什么缘由，我接触到了 Coursera 并且学习了台湾大学林轩田教授的两门课程《机器学习基石》、《机器学习技法》。当时我大三，这两门课程对于当时的我来说还是有点困难的，庆幸的是，有个叫 Beader 的网友，也在学习这两门课， Beader鼓励着我并且时常与我讨论课堂知识和作业，让我跟上了课程并且完成作业拿到了结业证书。Beader当时在台湾读研究生，我们上完课后参加了Kaggle的PAKDD比赛(取得了top5%) 以及2014年阿里巴巴第一届天池大数据竞赛，后来获得什么名次忘记了（好像是78？总共七千多支队伍），只记得当时我们队有三个人，另一个是他的女同学。后来，他们在一起了，再后来，她们结婚了：）
2015年 参加了第二届阿里天池大数据竞赛--阿里移动推荐算法，队名Wonder， 排名 37/7186 。
How I got started with machine learning: In 2013, I forgot why, I came across Coursera and took two courses by Professor Lin Hsuan-Tien from National Taiwan University: "Machine Learning Foundations" and "Machine Learning Techniques". At that time, I was a junior in college and found these courses challenging. Fortunately, there was a friend I met on the internet named Beader who was also taking these courses. Beader encouraged me and often discussed class knowledge and assignments with me, which helped me keep up with the courses and complete the homework to earn a certificate of completion. Beader was a graduate student and was pursuing a master's degree in Taiwan at the time. After we finished the courses, we participated in the PAKDD competition on Kaggle and Alibaba's first Tianchi Big Data Competition in 2014. I don't remember what place we got, but I do remember that our team had three people, including Beader's female classmate who later became his girlfriend and then his wife haha :-)
In 2019, I went on a self-driving trip to the Tianshan Mountains in Xinjiang. I saw a river valley that looked like a watercolor painting in the Anjihai Grand Canyon and experienced all four seasons in one day on the Karakoram Highway. The scenery was so beautiful, and I plan to visit Xinjiang again in the future.
On the eve of the 2020 Spring Festival, I called my mom and told her that I wanted to travel instead of going home for the New Year. I thought she would scold me, but to my surprise, she said, "Great, I also want to go out and see the world." So, during the 2020 Spring Festival, I decided to take my parents on a trip to Singapore and Malaysia to celebrate the New Year. On the day of departure, just as we landed in Singapore, we received news that the COVID-19 outbreak had started in China. If we had left half a day later, we would have been stuck there. This trip created many wonderful memories. It was my first time celebrating the New Year abroad, as well as for my parents. We spent New Year's Eve in the famous city of Malacca.
During the 2020 National Day holiday, I went on a self-driving trip to Sichuan Province(四川省), China and took the West Sichuan Ring Road. Due to the COVID-19 pandemic, the Seda Wuming Buddhist Academy（色达五明佛学院） was closed, so I took the China Panda Avenue from Luhuo County(炉霍县) to the south and went directly to Daocheng Yading. On the way, I encountered countless roadbed collapses, mountain landslides, and falling rocks while Entering from National Road 318 and exiting from National Road 317. I crossed a dangerous bridge on Panda Avenue and took the 18th turn of mountain road on the way to Litang(理塘). On the way to Daocheng(稻城), I caught the night road and stopped on a mountain road midway to rest. There, I saw a clear night sky that I had never seen before, feeling surrounded by both night and the Milky Way. If I only looked at the sky, I would even have the illusion of being in the universe! Afterwards, I checked and found out that it was a place with zero light pollution. I will never forget the clear night sky like that. The farthest point of the journey is Daocheng Yading(稻城亚丁). I first heard that this place is the movie "Passing Through Your World" adapted from Zhang Jiajia's novel of the same name. It is truly a fairytale like world, accompanied by the refreshing wind in the mountains, passing through meadows with cattle and horses playing, and in the distance, there are snowy mountains. Melting ice water borrows through small streams to irrigate everything. In Daocheng Yading, it feels like all living beings are happy.
爱好｜ I like
去过的地方｜Travel / Geography
- I am from originally from Guangdong province, China.
- In 2020, I visited: Singapore, Malaysia.
- In 2018, I visited: Thailand.
诗和远方｜I dream of
- always finding inspiration.
- enabling a brighter future.
- doing better.