Ming Lam Sui (Sui) petitions for review of a Board of Immigration Appeals (BIA) decision dismissing his appeal of a removal order issued by an immigration judge (IJ) who found Sui deportable as an alien convicted of an aggravated felony under 8 U.S.C. § 1227(a)(2)(A)(iii). Specifically, the IJ and the BIA found that Sui had been convicted of an attempt to commit an offense that involves fraud or deceit in which the loss to victims exceeds $10,000 and thus had been convicted of an aggravated felony as defined in 8 U.S.C. §§ 1101(a)(43)(M)(i), 1101(a)(43)(U).
I. Background
A. Sui’s federal conviction
Sui immigrated to the United States from China in 1990 when he was 15 years old. In May 1997, in the United States District Court for the Western District of Wisconsin, he pleaded guilty to a one-c'ount indictment charging him with knowingly and unlawfully possessing counterfeit securities with the intent to deceive another in violation of 18 U.S.C. § 513(a). Specifically, the indictment alleged that Sui possessed approximately 227 counterfeit Chase Visa traveler’s checks with a total face value of approximately $22,700. The Presentence Investigation Report (PSR) prepared in connection with Sui’s sentencing described the underlying circumstances of Sui’s conviction as follows. In February 1997, Wisconsin State Troopers stopped a car in which Sui and a companion were traveling near Eau Claire, Wisconsin, after the troopers clocked it at 82 miles per hour. When the troopers approached the car, they noted that it was filled with “a large amount of merchandise, shopping bags, and cartons of cigarettes.” The troopers asked if they could search the car for drugs or large sums of money, and Sui consented. Ninety-eight $100 Chase Visa traveler’s checks were found in the car, and a call to Visa established that the checks were counterfeit.
Sui and his companion were arrested, and 105 $100 checks were found on Sui in a search incident to arrest. During booking, a further 23 $100 checks were found in Sui’s possession. The Secret Service subsequently recovered 47 $100 checks that had been passed by Sui and his companion at 13 businesses in Wisconsin. Not all the counterfeit checks cashed by Sui were recovered by the Secret Service, but three more victim businesses were identified, with losses of $1,769.43. 1
According to the PSR, Sui told the Probation Office that he was on his way to a *109 shopping mall in Minnesota with the checks. Sui’s companion indicated that they planned to buy as much merchandise as possible at the Minnesota mall and then bring it back to New York to sell it. Sui did not object to these portions of the PSR. In July 1997, Sui was sentenced to 16 months imprisonment and ordered to pay $8,664.43 in restitution.
B. Immigration proceedings
As a result of this conviction, the Immigration and Naturalization Service (INS) instituted removal proceedings against Sui, charging that he was subject to removal pursuant to 8 U.S.C. § 1227(a)(2)(A)(iii) 2 as an alien who had been convicted of an aggravated felony as defined in the Immigration and Naturalization Act (INA), 8 U.S.C. § 1101(a)(43). 3 That definition section of the INA lists 21 subsections, each identifying one or more offenses qualifying as an “aggravated felony.” However, the initial INS document charging Sui, dated October 29, 1997, did not identify the particular aggravated felony statutory subsection under which the INS sought Sui’s removal. In July 1998, the IJ, rejecting the INS position, determined that Sui’s conviction did not fall within the definition of an aggravated felony contained in subsection (D) of § 1101(a)(43), that is, “an offense described in section 1956 o'f Title 18 (relating to laundering of monetary instruments) or section 1957 of that title (relating to engaging in monetary transactions in property derived from specific unlawful activity) if the amount of the funds exceeded $10,000.” The IJ then adjourned the hearing to give the INS time to amend the charging document to identify other charges that would qualify as an “aggravated felony.”
On December 9, 1998, the INS served a new charging document on Sui, which alleged that he was subject to removal as an alien convicted of an aggravated felony as described in subsection (M)(i) of § 1101(a)(43), that is, “an offense that involves fraud or deceit in which the loss to ... victims exceeds $10,000.” Thereafter, at a hearing in March 1999, the IJ also asked for briefing regarding (1) whether the conviction fell under subsection (G) as a theft offense or burglary offense for which the term of imprisonment is at least one year and (2) whether the conviction might fall under any other subsection of § 1101(a)(43). 4
*110 In May 1999, the INS submitted a brief to the IJ arguing that Sui was removable both under subsection (G) and under subsections (M)(i) and (U) of § 1101(a)(43). Subsection (U) provides that a conviction for “an attempt or conspiracy to commit” any of the offenses described in the other 20 subsections of § 1101(a)(43) is an aggravated felony conviction. Although the actual loss to victims in Sui’s case was only $8,664.43, the INS argued that Sui’s conviction should be understood as an attempt to undertake a crime of fraud or deceit in which the loss to victims would exceed $10,000. Sui responded to these arguments in writing and at a hearing in early June. On June 23, 1999, the IJ held in a written opinion that even though the actual loss to victims in Sui’s case was less than $10,000, Sui’s conviction constituted an aggravated felony under subsections (U) and (M)(i), considered together, as an attempt to commit an offense involving fraud or deceit in which the loss to victims would be over $10,000. In addition, the IJ rejected the INS’s subsection (G) argument. The IJ thereafter ordered Sui’s removal, and Sui’s motion for reconsideration was denied. The BIA accepted the IJ’s analysis and dismissed Sui’s appeal. This petition for review followed.
II. Analysis
In his petition, Sui argues to us principally that he is not removable under subsection (U) of § 1101(a)(43) as it relates to subsection (M)(i) because even if his conduct in fact constituted an attempt to defraud victims of more than $10,000, he was not convicted of an offense denominated as an “attempt,” and therefore subsection (U) is inapplicable. He also argues that the INS charging documents failed to notify him of the charges against him in violation of the Constitution and federal regulations. Because we conclude, for reasons somewhat different from Sui’s, that Sui is not removable pursuant to subsection (U), we do not reach the constitutional question.
A. Jurisdiction
The Illegal Immigration Reform and Immigrant Responsibility Act of 1996 (IIRIRA) stripped the federal courts of jurisdiction to review any final removal order against an alien “who is removable by reason of having committed” an aggravated felony. 8 U.S.C. § 1252(a)(2)(C). However, this court retains jurisdiction to review the underlying jurisdictional fact at issue — namely, whether Sui has been convicted of an aggravated felony.
Bell v. Reno,
B. Waiver
Before turning to the merits, we must address the INS’s contention that Sui has waived his argument regarding the inapplicability of subsection (U). The INS asserts that Sui never claimed before the IJ or the BIA that subsection (U) did not apply to him because he had not been *111 formally convicted of an “attempt” to commit a crime.
During the INS proceeding, in reply to the INS’s contention that under
In Re: Onyido,
Int. Dec. No. 8379,
In his appeal to the BIA, Sui simply stated that “[t]he IJ erred as a matter of law by finding that respondent is an aggravated felon and pretermitting all applications for relief’ and noted that he reserved all constitutional issues. He did not file a memorandum in support of his appeal pri- or to the deadline set by the BIA. 5 Nevertheless, by filing his appeal and arguing that the IJ erred as a matter of law in finding that Sui was an aggravated felon, which the IJ found pursuant to subsection (U), we find that Sui sufficiently preserved his argument that his conviction did not constitute an “attempt.” This conclusion is supported by the decision of the BIA, which explicitly addressed whether Sui’s actions constituted an “attempt” to commit the fraud defined in subsection (M)(i). We therefore find that Sui has not waived his arguments regarding the applicability of subsection (U).
C. Standard of Review
Our research has disclosed no published opinion considering whether an alien may be removed pursuant to subsections (U) and (M)(i) when he or she has not been convicted specifically of an offense formally denominated as an “attempt,” but only of another offense involving fraud or deceit, where the facts related to that other offense arguably permit the conclusion that he or she did attempt to defraud victims of more than $10,000. A divided BIA, however, answered this question in the affirmative by a vote of 10 to 5 in
Onyido,
holding that an alien who was convicted of submitting a false insurance claim in the amount of $15,000 with intent to defraud was' deportable under subsection (U) and subsection (M)(i) although no actual loss had occurred and the alien had not formally been convicted of an “attempt” to commit a crime. Int. Dec. No. 3434 at 3-4. In affirming the IJ’s decision in the present case, the BIA relied on
Onyido,
and ■ the INS argues that the BIA’s interpretation of the INA in
Onyido
and in the present case is entitled to defer
*112
ence under Chevron U.S.A., Inc. v. Natural Resources Defense Council, Inc.,
As is.well-established,
Chevron
requires reviewing courts to defer to an agency’s interpretation of the statute it administers when the intent of Congress is unclear and the agency’s interpretation is reasonable. See
Bell v.
Reno,
While this court has not previously addressed the role of
Chevron
deference in reviewing an aggravated felony determination made by the BIA, it has recently considered analogous questions in reviewing the BIA’s determination that an alien was removable pursuant to 8 U.S.C. § 1227(a)(2)(E)(i) because he had been convicted of a “crime of domestic violence,”
Sutherland v. Reno,
We believe the reasoning set out in Michel and Sutherland is equally applicable here. The BIA has made two subsidiary decisions in determining that Sui has committed an aggravated felony. First, the BIA has determined that subsection *113 (U) does not use the word “attempt” to mean conviction of an offense formally denominated as an attempt, but instead means conduct that satisfies a generally accepted definition of an attempted offense. Second, the BIA has, in effect, determined that the offense for which Sui was convicted under 18 U.S.C. § 513(a) meets the BIA’s interpretation of an attempt. The first decision involves a construction of subsection (U) entitled to Chevron deference if reasonable. The second decision, as in Michel and Sutherland, does not, and we review it de novo. 6
D. Merits
The broad question before us is whether, as the BIA and IJ found, Sui’s conviction for possession of counterfeit securities constitutes an attempt to commit an offense involving fraud or deceit in which the loss to victims is greater than $10,000, pursuant to subsections (U) and (M)(i) of § 1101(a)(43). As just indicated, this broad question involves two subsidiary questions: what is the meaning of “attempt” in subsection (U) and does Sui’s underlying conviction fall within that definition?
7
The first step in determining whether the BIA’s interpretation of subsection (U) in this context is entitled to deference is to ask whether “Congress has directly spoken to the precise question at issue,”
Chevron,
The second step of the Chevron analysis requires us to consider whether the BIA’s interpretation of the statute was reasonable. In rejecting Sui’s appeal, the BIA briefly analyzed whether Sui’s conviction was properly categorized as an “attempt,” concluding that Sui possessed counterfeit checks with the intent to deceive and that it was irrelevant that no actual fraud occurred. 8 This discussion *114 does not clearly explicate the manner in which the BIA interpreted “attempt,” though it necessarily implies that the BIA concluded that “attempt” as used in subsection (U) need not be limited to convictions under statutes setting out crimes formally labeled “attempts.” 9
Sui disputes the appropriateness of this conclusion, arguing that “attempt” must be understood only tp refer to the substantive offense of attempt, rather than to convictions for other crimes that might involve facts showing an attempt to commit another listed offense. Nevertheless, to the extent that the BIA’s rationale rests on the conclusion that Congress did not intend to allow the INA’s definition of “attempt” to vary solely according to the labels applied by the jurisdiction in which an alien was charged, we find it reasonable. As the INS points out, the Supreme Court addressed an analogous issue in
Taylor v. United States,
If the label given to the offense is not determinative, however, the BIA must offer an alternative yardstick by which to determine whether a conviction renders an alien removable under the aggravated felony provision. There is no general statutory definition of criminal “attempt” in the federal system that we may assume the BIA used, but Onyido, relied on by the *115 BIA in the present case, provides some insight into the BIA’s definition of “attempt.” There, the BIA considered a conviction under an Indiana statute that proscribed the presentation of false insurance claims with an intent to defraud. Int. Dec. No. 3379 at 2. The BIA noted that the statute did not require proof of loss, and therefore concluded that it encompassed both successful frauds and unsuccessful attempts to defraud an insurance company. Id. at 3. The BIA then cited an Indiana case involving a conviction under the state’s generic attempt statute for the proposition that all that was necessary to show attempt to defraud under Indiana law was an intent to defraud plus the occurrence of a “substantial” step toward the commission of the fraud. Id. The BIA concluded that the record of conviction demonstrated that both elements were present in Onyido’s case. Id. at 3-4.
It is. somewhat unclear whether the BIA meant by this analysis to indicate that it was adopting Indiana’s definition of attempt only because this was an Indiana conviction, thus implying that it might apply a different definition of attempt in another case, or whether it meant that the Indiana requirements of intent plus a substantial step were the elements of a generic definition of attempt that it would apply in every such case. Nevertheless, we believe the latter to be the more likely rationale underlying the BIA’s
Onyido
decision, given the above-noted preference in statutory construction for avoiding interpretations of federal law that hinge on state law, see
Dickerson,
Indeed, even were we to conclude that the BIA’s consideration of the appropriate definition of “attempt” as used in subsection (U) was not sufficiently reasoned and detailed to command deference, see
Michel,
Having accepted the BIA’s interpretation of “attempt” in subsection (U), we must now consider whether the offense for which Sui was convicted “fits within” that definition. V-Z-S-, Int. Dec. No. 3434, at *8; see also note 7, supra. On this issue, our review is de novo. The INS argues that if Sui had succeeded in reaching the Minnesota' shopping mall, he would have cashed the 227 traveler’s checks found in his possession, just as he had already begun to cash other counterfeit traveler’s checks during his trip from New York. In making this argument, the INS looks behind the statutory description of the offense and the charging document to facts set out in the PSR regarding Sui’s destination and his activity in cashing other counterfeit checks on his trip. But the BIA undertook no such factual examination in its affirmance of the deportation order. It simply stated that “[t]he conviction record shows that the respondent possessed travelers checks with the intent to exchange them with unsuspecting victims for either cash or items of value.” This appears to be no more than a gloss on the language in Sui’s indictment, which stated that Sui “possessed counterfeited securities of an organization, with intent to deceive another person or organization, specifically, ... approximately 227 counterfeited Chase Visa traveler’s checks.” Thus, in contrast to the INS’s argument, the BIA seems to have examined only the statutory description of the offense and the language of the indictment in determining that Sui was deportable pursuant to subsection (U).
This approach is consistent with both precedent and sound policy. Both reviewing courts and the BIA have applied a categorical approach in this and analogous contexts, generally looking only to the elements of the offense of conviction and not to the factual circumstances of the crime.
10
Again, the
Taylor
opinion
*117
provides valuable guidance. There, in considering the application of a sentence enhancement for the defendant’s prior burglary conviction, the Supreme Court considered whether the sentence enhancement statute required the sentencing court to look only to the statutory definition of the prior offense, or whether the sentencing court was also permitted to consider other evidence concerning the defendant’s prior crime.
Sui pleaded guilty to a violation of 18 U.S.C. § 513(a), which provides, “Whoever makes, utters or possesses a counterfeited security of a State or a political subdivision thereof or of an organization, ... with intent to deceive another person, organization, or government shall be fined under this title or imprisoned for not more than ten years, or both.” Generally, courts undertaking a categorical approach look beyond the language of the statute to examine the charging document and the judgment of conviction when the relevant statute includes both conduct that would constitute an aggravated felony and conduct that would not. Cf.
Ye,
The INS argues that § 513(a) punishes possession of counterfeit documents that can serve no legitimate purpose and that are instead designed to deceive others. It argues that possession of such materials necessarily constitutes a substantial step toward their use to cause a loss exceeding *119 $10,000, and for this contention cites the Model Penal Code, which states that the “possession of materials to be employed in the commission of the crime, which are specially designed for such unlawful use or which can serve no lawful purpose of the actor under the circumstances,” shall not be held insufficient as a matter of law to constitute a substantial step. Model Penal Code § 5.01(2)(e). In other words, the INS argues for adoption of a bright-line rule in which the possession of more than $10,000 in counterfeit securities with an intent to deceive automatically constitutes an attempt to cause a loss exceeding $10,000 through fraud or deceit.
Our precedents suggest that we should be hesitant to adopt such a rule, given that “an understanding of the facts is critical to any consideration of inchoate crimes,”
Stallworth,
It is possible, and even likely, that if Sui had been tried in state court on a charge of attempted fraud instead of mere possession and the prosecution had proven the facts as set out in the PSR, a jury would have found that he had completed a substantial step toward passing the counterfeit traveler’s checks and defrauding merchants of more than $10,000. As it stands, however, there has been no such jury finding. Nor did Sui plead guilty to completing a substantial step toward passing the checks and thereby causing a loss that exceeds $10,000; he pleaded guilty only to possession with intent to deceive, which is not necessarily equivalent. The INS asks us to assume the position of factfinder, looking behind the statute of conviction and the indictment to determine whether in the particular circumstances of this case, Sui’s acts constituted a substantial step. As discussed above, this is an inappropriate role for a reviewing court or for the BIA to undertake, and we decline the invitation to piece together an underlying attempt conviction by weighing evidence and drawing conclusions in a manner appropriate only for a criminal jury.
Given that possession of counterfeit securities with an intent to deceive does not necessarily constitute an attempt to pass these securities and cause a loss, and given that we take a categorical approach to determining whether convictions constitute aggravated felonies, we find that Sui has not been convicted of an aggravated felony as defined in subsection (U). Nor may he be deported pursuant to subsection (M)(i) alone, since the loss to victims as a result of his actions did not exceed $10,000. Sui therefore is not removable as an alien who has committed an aggravated felony. As a *120 result, we have jurisdiction over his petition and exercise that jurisdiction to vacate the BIA’s order of removal. We see no need to reach the constitutional arguments raised by Sui.
Petition to review granted and order of removal vacated.
Notes
. The indictment addressed only the 227 checks found in the vehicle and on Sui’s person; it did not reflect the 47 checks recovered by the Secret Service or the other identified losses.
. Section 1227(a)(2)(A)(iii) states, “Any alien who is convicted of an aggravated felony at any time after admission is deportable.”
. The portions of § 1101 (a)(43) relevant to this opinion are as follows:
The term "aggravated felony” means ...
(D) an offense described in section 1956 of Title 18 (relating to laundering of monetary instruments) or section 1957 of that title (relating to engaging in monetary transactions in property derived from specific unlawful activity) if the amount of the funds exceeded $10,000; ...
(G) a theft offense (including receipt of stolen property) or burglary offense for which the term of imprisonment [is] aL least one year; . . .
(M) an offense that—
(0 involves fraud or deceit in which the loss to the victim or victims exceeds $10,000; or
(ii) is described in section 7201 of Title 26 (relating to tax evasion) in which the revenue loss to the Government exceeds $10,000; ...
(U) an attempt or conspiracy to commit an offense described in this paragraph.
The term applies to an offense described in this paragraph whether in violation of Federal or State law and applies to such an offense in violation of the law of a foreign country for which the term of imprisonment was completed within the previous 15 years.
.The IJ also indicated that at the next hearing he would rule on whether Sui’s conviction fell under subsection (F), but this seems best understood as a slip of the tongue or a tran- *110 scriplion error, since subsection (F) refers to "a crime of violence ... for which the term of imprisonment [is] at least one year.” 8 U.S.C. § 1101(a)(43)(F). Sui’s crime was clearly not a crime of violence, and subsection (F) was not addressed at any subsequent hearing.
. Sui's counsel submitted a brief and a motion to accept the memorandum out of time on November 10, 1999, more than two weeks after the October 25, 1999, deadline, asking that the BIA accept the brief out of Lime because counsel's wife had given birth to a child on October 23. The BIA denied the motion to accept the brief and returned it.
. It is perhaps arguable that in determining whether Sui’s offense constituted an attempt, the BIA engaged in ordinary historical fact-finding by an administrative agency, which is traditionally entitled to deference if supported by substantial evidence. See,
e.g., Valicenti Advisory Servs., Inc. v. SEC,
. At oral argument, counsel for the INS characterized the relevant question as whether the crime of which Sui was convicted "fit within” the definition of an aggravated felony.
.The BIA’s analysis on this point, in full, is as follows:
Section 101(a)(43)(U) of the Act provides that the term "aggravated felony” also includes "an attempt or conspiracy to commit an offense described in (section 101(a)(43)).” Here, the offense for which the respondent was convicted involves.possession of $22,700 worth of counterfeit securities with the intent to deceive another person or organization. The conviction record shows that the respondent possessed travelers checks with the intent to exchange them with unsuspecting victims for either cash or items of value. The fact that the *114 respondent failed to actually defraud another person or organization is of no consequence under section 101(a)(43)(U) of the Act, which prescribes deportability as an aggravated felon for aliens convicted of an attempt or conspiracy to commit an offense described in section 101(a)(43) of the Act. See Matter of Onyido, Interim Decision 3379 (BIA 1999).
. This conclusion is consistent with BIA precedent and practice. See,
e.g., In re: Crammond,
Int. Dec. No. 3443,
. Indeed, while arguably the BIA’s decision as to whether to consider the facts underlying Sui’s conviction is an interpretation of the INA and thus reviewed under
Chevron,
a decision to undertake a factual examination would be neither reasonable nor entitled to deference, for such an approach is contrary to both BIA precedent and the language of the INA, as well as sound policy. In a closely analogous context, the BIA has held that “the principle of not looking behind a record of conviction provides this Board with the only workable approach in cases where deportability is premised on the existence of a conviction.”
In re: Pichardo-Sufren, 21
I. & N. Dec. 330,
. See also,
e.g., Michel,
. For the purposes of this analysis, we assume that “intent to deceive” is a sufficient showing of intent for the purposes of demonstrating an attempt to bring about a loss to a victim through a crime involving fraud or deceit. We acknowledge that an intent to deceive is not synonymous with an intent to defraud, since "[djeceive is to cause to believe the false or to mislead[; djefraud is to deprive of some right, interest or property by deceit,”
United States v. Yermian,
